From: rtrimana Date: Mon, 25 Mar 2019 23:55:47 +0000 (-0700) Subject: Creating a proper command line and script for signature generation. X-Git-Url: http://plrg.eecs.uci.edu/git/?p=pingpong.git;a=commitdiff_plain;h=18b3c06f38f8083d485f232c51e78e0fa5066d53;ds=sidebyside Creating a proper command line and script for signature generation. --- diff --git a/Code/Projects/PacketLevelSignatureExtractor/execute_layer2_smarthome_nest.sh b/Code/Projects/PacketLevelSignatureExtractor/execute_layer2_smarthome_nest.sh deleted file mode 100755 index e32d6b9..0000000 --- a/Code/Projects/PacketLevelSignatureExtractor/execute_layer2_smarthome_nest.sh +++ /dev/null @@ -1,241 +0,0 @@ -#!/bin/bash - -#set -x # echo invoked commands to std out - -# Base dir should point to the experimental_result folder which contains the subfolders: -# - 'smarthome' which contains the traces collected while other devices are idle -# - 'standalone' which contains signatures and the traces used to generate the signatures. -BASE_DIR=$1 -readonly BASE_DIR - -OUTPUT_DIR=$2 -readonly OUTPUT_DIR - -PCAPS_BASE_DIR="$BASE_DIR/smarthome" -readonly PCAPS_BASE_DIR - -SIGNATURES_BASE_DIR="$BASE_DIR/standalone" -readonly SIGNATURES_BASE_DIR - -# # ==================================================== ARLO CAMERA ===================================================== -# PCAP_FILE="$PCAPS_BASE_DIR/arlo-camera/wlan1/arlo-camera.wlan1.detection.pcap" - -# # Has no device side signature. - -# # PHONE SIDE (TODO: may possibly be the .incomplete signatures) -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/arlo-camera/signatures/arlo-camera-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/arlo-camera/signatures/arlo-camera-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/arlo-camera/arlo-camera.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="213" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ================================================= BLOSSOM SPRINKLER ================================================== -# PCAP_FILE="$PCAPS_BASE_DIR/blossom-sprinkler/wlan1/blossom-sprinkler.wlan1.detection.pcap" - -# # DEVICE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-device-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-device-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/blossom-sprinkler/blossom-sprinkler.wlan1.detection.pcap___device-side.detectionresults" -# SIGNATURE_DURATION="9274" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/blossom-sprinkler/blossom-sprinkler.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="3670" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ==================================================== D-LINK PLUG ===================================================== -# PCAP_FILE="$PCAPS_BASE_DIR/dlink-plug/wlan1/dlink-plug.wlan1.detection.pcap" - -# # DEVICE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/dlink-plug/signatures/dlink-plug-onSignature-device-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/dlink-plug/signatures/dlink-plug-offSignature-device-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/dlink-plug/dlink-plug.wlan1.detection.pcap___device-side.detectionresults" -# SIGNATURE_DURATION="8866" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/dlink-plug/signatures/dlink-plug-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/dlink-plug/signatures/dlink-plug-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/dlink-plug/dlink-plug.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="193" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ==================================================== D-LINK SIREN ==================================================== -# PCAP_FILE="$PCAPS_BASE_DIR/dlink-siren/wlan1/dlink-siren.wlan1.detection.pcap" - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/dlink-siren/signatures/dlink-siren-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/dlink-siren/signatures/dlink-siren-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/dlink-siren/dlink-siren.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="71" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ===================================================== HUE BULB ======================================================= -# PCAP_FILE="$PCAPS_BASE_DIR/hue-bulb/wlan1/hue-bulb.wlan1.detection.pcap" - -# # Has no device side signature. - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/hue-bulb/signatures/hue-bulb-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/hue-bulb/signatures/hue-bulb-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/hue-bulb/hue-bulb.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="27" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ================================================= KWIKSET DOORLOCK =================================================== -# PCAP_FILE="$PCAPS_BASE_DIR/kwikset-doorlock/wlan1/kwikset-doorlock.wlan1.detection.pcap" - -# # Has no device side signature. - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/kwikset-doorlock/signatures/kwikset-doorlock-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/kwikset-doorlock/signatures/kwikset-doorlock-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/kwikset-doorlock/kwikset-doorlock.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="3161" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# ================================================= NEST THERMOSTAT ==================================================== -PCAP_FILE="$PCAPS_BASE_DIR/nest-thermostat/wlan1/nest-thermostat.wlan1.detection.pcap" - -# Has no device side signature. - -# PHONE SIDE -ON_SIGNATURE="$SIGNATURES_BASE_DIR/nest-thermostat/signatures/nest-thermostat-onSignature-phone-side.sig" -OFF_SIGNATURE="$SIGNATURES_BASE_DIR/nest-thermostat/signatures/nest-thermostat-offSignature-phone-side.sig" -RESULTS_FILE="$OUTPUT_DIR/nest-thermostat/nest-thermostat.wlan1.detection.pcap___phone-side.detectionresults" -SIGNATURE_DURATION="1179" - -PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# ====================================================================================================================== - - - -# # ====================================================== ST PLUG ======================================================= -# PCAP_FILE="$PCAPS_BASE_DIR/st-plug/wlan1/st-plug.wlan1.detection.pcap" - -# # Has no device side signature. - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/st-plug/signatures/st-plug-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/st-plug/signatures/st-plug-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/st-plug/st-plug.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="2445" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ==================================================== TP-LINK BULB ==================================================== -# PCAP_FILE="$PCAPS_BASE_DIR/tplink-bulb/wlan1/tplink-bulb.wlan1.detection.pcap" - -# # Has no device side signature. - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/tplink-bulb/signatures/tplink-bulb-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/tplink-bulb/signatures/tplink-bulb-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/tplink-bulb/tplink-bulb.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="162" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION' -onmacfilters 50:c7:bf:.* -offmacfilters 50:c7:bf:.*" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ==================================================== TP-LINK PLUG ==================================================== -# PCAP_FILE="$PCAPS_BASE_DIR/tplink-plug/wlan1/tplink-plug.wlan1.detection.pcap" - -# # DEVICE SIDE (both the 112, 115 and 556, 1293 sequences) -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/tplink-plug/signatures/tplink-plug-onSignature-device-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/tplink-plug/signatures/tplink-plug-offSignature-device-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/tplink-plug/tplink-plug.wlan1.detection.pcap___device-side.detectionresults" -# SIGNATURE_DURATION="3660" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION' -onmacfilters 50:c7:bf:.*;50:c7:bf:.* -offmacfilters 50:c7:bf:.*;50:c7:bf:.*" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" - -# # DEVICE SIDE OUTBOUND (contains only those packets that go through the WAN port, i.e., only the 556, 1293 sequence) -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/tplink-plug/signatures/tplink-plug-onSignature-device-side-outbound.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/tplink-plug/signatures/tplink-plug-offSignature-device-side-outbound.sig" -# RESULTS_FILE="$OUTPUT_DIR/tplink-plug/tplink-plug.wlan1.detection.pcap___device-side-outbound.detectionresults" -# SIGNATURE_DURATION="224" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION' -onmacfilters 50:c7:bf:.* -offmacfilters 50:c7:bf:.*" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" - -# # Phone side does not make sense as it is merely a subset of the device side and does not differentiate ONs from OFFs. -# # ====================================================================================================================== - - - -# # ================================================== WEMO INSIGHT PLUG ================================================= -# PCAP_FILE="$PCAPS_BASE_DIR/wemo-insight-plug/wlan1/wemo-insight-plug.wlan1.detection.pcap" - -# # Has no device side signature. - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/wemo-insight-plug/signatures/wemo-insight-plug-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/wemo-insight-plug/signatures/wemo-insight-plug-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/wemo-insight-plug/wemo-insight-plug.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="106" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ===================================================== WEMO PLUG ====================================================== -# PCAP_FILE="$PCAPS_BASE_DIR/wemo-plug/wlan1/wemo-plug.wlan1.detection.pcap" - -# # Has no device side signature. - -# # PHONE SIDE -# ON_SIGNATURE="$SIGNATURES_BASE_DIR/wemo-plug/signatures/wemo-plug-onSignature-phone-side.sig" -# OFF_SIGNATURE="$SIGNATURES_BASE_DIR/wemo-plug/signatures/wemo-plug-offSignature-phone-side.sig" -# RESULTS_FILE="$OUTPUT_DIR/wemo-plug/wemo-plug.wlan1.detection.pcap___phone-side.detectionresults" -# SIGNATURE_DURATION="147" - -# PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" -# ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" -# # ====================================================================================================================== \ No newline at end of file diff --git a/Code/Projects/PacketLevelSignatureExtractor/execute_layer2_smarthome_nest_results_analysis.sh b/Code/Projects/PacketLevelSignatureExtractor/execute_layer2_smarthome_nest_results_analysis.sh deleted file mode 100644 index 61e029c..0000000 --- a/Code/Projects/PacketLevelSignatureExtractor/execute_layer2_smarthome_nest_results_analysis.sh +++ /dev/null @@ -1,187 +0,0 @@ -#!/bin/bash - -# Base directory where the smarthome evaluation traces and timestamp files are stored, -# (i.e., /some/arbitrary/local/path/experimental_result/smarthome) -TIMESTAMPS_BASE_DIR=$1 -readonly TIMESTAMPS_BASE_DIR - -# Base directory for the detection results files for the smarthome experiment -RESULTS_BASE_DIR=$2 -readonly RESULTS_BASE_DIR - - - -# # ==================================================== ARLO CAMERA ===================================================== -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/arlo-camera/timestamps/arlo-camera-smarthome-nov-15-2018.timestamps" -# RESULTS_FILE="$RESULTS_BASE_DIR/arlo-camera/arlo-camera.wlan1.detection.pcap___phone-side.detectionresults" -# # Put the analysis results in the same folder as the detection results. -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" - - -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ================================================= BLOSSOM SPRINKLER ================================================== -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/blossom-sprinkler/timestamps/blossom-sprinkler-smarthome-jan-14-2019.timestamps" - -# # DEVICE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/blossom-sprinkler/blossom-sprinkler.wlan1.detection.pcap___device-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" - -# # PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/blossom-sprinkler/blossom-sprinkler.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ==================================================== D-LINK PLUG ===================================================== -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/dlink-plug/timestamps/dlink-plug-smarthome-nov-8-2018.timestamps" - -# # DEVICE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/dlink-plug/dlink-plug.wlan1.detection.pcap___device-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" - -# # PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/dlink-plug/dlink-plug.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ==================================================== D-LINK SIREN ==================================================== -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/dlink-siren/timestamps/dlink-siren-smarthome-nov-10-2018.timestamps" - -# #PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/dlink-siren/dlink-siren.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ===================================================== HUE BULB ======================================================= -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/hue-bulb/timestamps/hue-bulb-smarthome-nov-20-2018.timestamps" - -# # Has no device side signature. - -# # PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/hue-bulb/hue-bulb.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ================================================= KWIKSET DOORLOCK =================================================== -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/kwikset-doorlock/timestamps/kwikset-doorlock-smarthome-nov-10-2018.timestamps" - -# # Has no device side signature. - -# # PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/kwikset-doorlock/kwikset-doorlock.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# ================================================= NEST THERMOSTAT ==================================================== -TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/nest-thermostat/timestamps/nest-thermostat-smarthome-nov-16-2018.timestamps" - -# Has no device side signature. - -# PHONE SIDE -RESULTS_FILE="$RESULTS_BASE_DIR/nest-thermostat/nest-thermostat.wlan1.detection.pcap___phone-side.detectionresults" -ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# ====================================================================================================================== - - - -# # ====================================================== ST PLUG ======================================================= -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/st-plug/timestamps/st-plug-smarthome-nov-13-2018.timestamps" - -# # Has no device side signature. - -# # PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/st-plug/st-plug.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ==================================================== TP-LINK BULB ==================================================== -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/tplink-bulb/timestamps/tplink-bulb-smarthome-nov-19-2018.timestamps" - -# # Has no device side signature. - -# # PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/tplink-bulb/tplink-bulb.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ==================================================== TP-LINK PLUG ==================================================== -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/tplink-plug/timestamps/tplink-plug-smarthome-nov-9-2018.timestamps" - -# # DEVICE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/tplink-plug/tplink-plug.wlan1.detection.pcap___device-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" - -# # DEVICE SIDE OUTBOUND -# RESULTS_FILE="$RESULTS_BASE_DIR/tplink-plug/tplink-plug.wlan1.detection.pcap___device-side-outbound.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ================================================== WEMO INSIGHT PLUG ================================================= -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/wemo-insight-plug/timestamps/wemo-insight-plug-smarthome-nov-22-2018.timestamps" - -# # Has no device side signature. - -# # PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/wemo-insight-plug/wemo-insight-plug.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== - - - -# # ===================================================== WEMO PLUG ====================================================== -# TIMESTAMPS_FILE="$TIMESTAMPS_BASE_DIR/wemo-plug/timestamps/wemo-plug-smarthome-nov-21-2018.timestamps" - -# # Has no device side signature. - -# # PHONE SIDE -# RESULTS_FILE="$RESULTS_BASE_DIR/wemo-plug/wemo-plug.wlan1.detection.pcap___phone-side.detectionresults" -# ANALYSIS_RESULTS_FILE="$RESULTS_FILE.analysis" -# PROGRAM_ARGS="'$TIMESTAMPS_FILE' '$RESULTS_FILE' '$ANALYSIS_RESULTS_FILE'" -# ./gradlew run -DmainClass=edu.uci.iotproject.evaluation.DetectionResultsAnalyzer --args="$PROGRAM_ARGS" -# # ====================================================================================================================== \ No newline at end of file diff --git a/Code/Projects/PacketLevelSignatureExtractor/execute_signature_generation.sh b/Code/Projects/PacketLevelSignatureExtractor/execute_signature_generation.sh new file mode 100755 index 0000000..a889303 --- /dev/null +++ b/Code/Projects/PacketLevelSignatureExtractor/execute_signature_generation.sh @@ -0,0 +1,307 @@ +#!/bin/bash + +#set -x # echo invoked commands to std out + +# Base dir should point to the experimental_result folder which contains the subfolders: +# - 'smarthome' which contains the traces collected while other devices are idle +# - 'standalone' which contains signatures and the traces used to generate the signatures. +BASE_DIR=$1 +readonly BASE_DIR + +OUTPUT_DIR=$2 +readonly OUTPUT_DIR + +SIGNATURES_BASE_DIR="$BASE_DIR/standalone" +readonly SIGNATURES_BASE_DIR + +# ==================================================== ARLO CAMERA ===================================================== +INPUT_PCAP="$SIGNATURES_BASE_DIR/arlo-camera/wlan1/arlo-camera.wlan1.local.pcap" + +# Has no device side signature. +# PHONE SIDE +OUTPUT_PCAP="$OUTPUT_DIR/arlo-camera/wlan1/arlo-camera-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/arlo-camera/timestamps/arlo-camera-nov-13-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/arlo-camera/signatures/arlo-camera-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/arlo-camera/signatures/arlo-camera-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/arlo-camera/analyses/arlo-camera-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/arlo-camera/analyses/arlo-camera-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ================================================= BLOSSOM SPRINKLER ================================================== + +# DEVICE SIDE +INPUT_PCAP="$SIGNATURES_BASE_DIR/blossom-sprinkler/wlan1/blossom-sprinkler.wlan1.local.pcap" +OUTPUT_PCAP="$OUTPUT_DIR/blossom-sprinkler/wlan1/blossom-sprinkler-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-14-2019.timestamps" +DEVICE_IP="192.168.1.229" +ON_SIGNATURE="$OUTPUT_DIR/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-device-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-device-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/blossom-sprinkler/analyses/blossom-sprinkler-onClusters-device-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/blossom-sprinkler/analyses/blossom-sprinkler-offClusters-device-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="2" +DELETED_SEQUENCES_OFF="3" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" + +# PHONE SIDE +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/blossom-sprinkler/analyses/blossom-sprinkler-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/blossom-sprinkler/analyses/blossom-sprinkler-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ==================================================== D-LINK PLUG ===================================================== +# DEVICE SIDE +INPUT_PCAP="$SIGNATURES_BASE_DIR/dlink-plug/wlan1/dlink-plug.wlan1.local.pcap" +OUTPUT_PCAP="$OUTPUT_DIR/dlink-plug/wlan1/dlink-plug-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/dlink-plug/timestamps/dlink-plug-nov-7-2018.timestamps" +DEVICE_IP="192.168.1.199" +ON_SIGNATURE="$OUTPUT_DIR/dlink-plug/signatures/dlink-plug-onSignature-device-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/dlink-plug/signatures/dlink-plug-offSignature-device-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/dlink-plug/analyses/dlink-plug-onClusters-device-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/dlink-plug/analyses/dlink-plug-offClusters-device-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" + +# PHONE SIDE +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/dlink-plug/signatures/dlink-plug-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/dlink-plug/signatures/dlink-plug-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/dlink-plug/analyses/dlink-plug-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/dlink-plug/analyses/dlink-plug-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ==================================================== D-LINK SIREN ==================================================== +INPUT_PCAP="$SIGNATURES_BASE_DIR/dlink-siren/wlan1/dlink-siren.wlan1.local.pcap" + +# Has no device side signature. +# PHONE SIDE +OUTPUT_PCAP="$OUTPUT_DIR/dlink-siren/wlan1/dlink-siren-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/dlink-siren/timestamps/dlink-siren-nov-9-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/dlink-siren/signatures/dlink-siren-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/dlink-siren/signatures/dlink-siren-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/dlink-siren/analyses/dlink-siren-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/dlink-siren/analyses/dlink-siren-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ===================================================== HUE BULB ======================================================= +INPUT_PCAP="$SIGNATURES_BASE_DIR/hue-bulb/wlan1/hue-bulb.wlan1.local.pcap" + +# Has no signature: we need to use the old October PCAP file and timestampt to generate signatures for Hue Bulb. +# PHONE SIDE +OUTPUT_PCAP="$OUTPUT_DIR/hue-bulb/wlan1/hue-bulb-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/hue-bulb/timestamps/hue-bulb-nov-19-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/hue-bulb/signatures/hue-bulb-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/hue-bulb/signatures/hue-bulb-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/hue-bulb/analyses/hue-bulb-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/hue-bulb/analyses/hue-bulb-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ================================================= KWIKSET DOORLOCK =================================================== +INPUT_PCAP="$SIGNATURES_BASE_DIR/kwikset-doorlock/wlan1/kwikset-doorlock.wlan1.local.pcap" + +# Has no device side signature. +# PHONE SIDE +OUTPUT_PCAP="$OUTPUT_DIR/kwikset-doorlock/wlan1/kwikset-doorlock-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/kwikset-doorlock/timestamps/kwikset-doorlock-nov-10-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/kwikset-doorlock/signatures/kwikset-doorlock-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/kwikset-doorlock/signatures/kwikset-doorlock-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/kwikset-doorlock/analyses/kwikset-doorlock-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/kwikset-doorlock/analyses/kwikset-doorlock-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ================================================= NEST THERMOSTAT ==================================================== +INPUT_PCAP="$SIGNATURES_BASE_DIR/nest-thermostat/wlan1/nest-thermostat.wlan1.local.pcap" + +# Has no device side signature. +# PHONE SIDE +OUTPUT_PCAP="$OUTPUT_DIR/nest-thermostat/wlan1/nest-thermostat-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/nest-thermostat/timestamps/nest-thermostat-nov-15-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/nest-thermostat/signatures/nest-thermostat-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/nest-thermostat/signatures/nest-thermostat-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/nest-thermostat/analyses/nest-thermostat-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/nest-thermostat/analyses/nest-thermostat-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ====================================================== ST PLUG ======================================================= +INPUT_PCAP="$SIGNATURES_BASE_DIR/st-plug/wlan1/st-plug.wlan1.local.pcap" + +# Has no device side signature. +# PHONE SIDE +OUTPUT_PCAP="$OUTPUT_DIR/st-plug/wlan1/st-plug-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/st-plug/timestamps/st-plug-nov-12-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/st-plug/signatures/st-plug-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/st-plug/signatures/st-plug-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/st-plug/analyses/st-plug-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/st-plug/analyses/st-plug-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ==================================================== TP-LINK BULB ==================================================== +INPUT_PCAP="$SIGNATURES_BASE_DIR/tplink-bulb/wlan1/tplink-bulb.wlan1.local.pcap" + +# Has LAN signature. +OUTPUT_PCAP="$OUTPUT_DIR/tplink-bulb/wlan1/tplink-bulb-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/tplink-bulb/timestamps/tplink-bulb-nov-16-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/tplink-bulb/signatures/tplink-bulb-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/tplink-bulb/signatures/tplink-bulb-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/tplink-bulb/analyses/tplink-bulb-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/tplink-bulb/analyses/tplink-bulb-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + +# ==================================================== TP-LINK PLUG ==================================================== + +# DEVICE SIDE (both the 112, 115 and 556, 1293 sequences) +INPUT_PCAP="$SIGNATURES_BASE_DIR/tplink-plug/wlan1/tplink-plug.wlan1.local.pcap" + +# LAN signature. +OUTPUT_PCAP="$OUTPUT_DIR/tplink-plug/wlan1/tplink-plug-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/tplink-plug/timestamps/tplink-plug-nov-8-2018.timestamps" +DEVICE_IP="192.168.1.159" +ON_SIGNATURE="$OUTPUT_DIR/tplink-plug/signatures/tplink-plug-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/tplink-plug/signatures/tplink-plug-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/tplink-plug/analyses/tplink-plug-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/tplink-plug/analyses/tplink-plug-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" + +# DEVICE SIDE OUTBOUND (contains only those packets that go through the WAN port, i.e., only the 556, 1293 sequence) +# WAN signature. +ON_SIGNATURE="$OUTPUT_DIR/tplink-plug/signatures/tplink-plug-onSignature-phone-side-outbound.sig" +OFF_SIGNATURE="$OUTPUT_DIR/tplink-plug/signatures/tplink-plug-offSignature-phone-side-outbound.sig" +ON_ANALYSIS="$OUTPUT_DIR/tplink-plug/analyses/tplink-plug-onClusters-phone-side-outbound.cls" +OFF_ANALYSIS="$OUTPUT_DIR/tplink-plug/analyses/tplink-plug-offClusters-phone-side-outbound.cls" +DELETED_SEQUENCES_ON="0" +DELETED_SEQUENCES_OFF="0" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" + +# Phone side does not make sense as it is merely a subset of the device side and does not differentiate ONs from OFFs. +# ====================================================================================================================== + +# ================================================== WEMO INSIGHT PLUG ================================================= +INPUT_PCAP="$SIGNATURES_BASE_DIR/wemo-insight-plug/wlan1/wemo-insight-plug.wlan1.local.pcap" + +# Has LAN signature. +OUTPUT_PCAP="$OUTPUT_DIR/wemo-insight-plug/wlan1/wemo-insight-plug-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/wemo-insight-plug/timestamps/wemo-insight-plug-nov-21-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/wemo-insight-plug/signatures/wemo-insight-plug-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/wemo-insight-plug/signatures/wemo-insight-plug-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/wemo-insight-plug/analyses/wemo-insight-plug-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/wemo-insight-plug/analyses/wemo-insight-plug-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== + + + +# ===================================================== WEMO PLUG ====================================================== +INPUT_PCAP="$SIGNATURES_BASE_DIR/wemo-plug/wlan1/wemo-plug.wlan1.local.pcap" + +# Has LAN signature. +OUTPUT_PCAP="$OUTPUT_DIR/wemo-plug/wlan1/wemo-plug-processed.pcap" +TIMESTAMP_FILE="$SIGNATURES_BASE_DIR/wemo-plug/timestamps/wemo-plug-nov-20-2018.timestamps" +DEVICE_IP="192.168.1.246" +ON_SIGNATURE="$OUTPUT_DIR/wemo-plug/signatures/wemo-plug-onSignature-phone-side.sig" +OFF_SIGNATURE="$OUTPUT_DIR/wemo-plug/signatures/wemo-plug-offSignature-phone-side.sig" +ON_ANALYSIS="$OUTPUT_DIR/wemo-plug/analyses/wemo-plug-onClusters-phone-side.cls" +OFF_ANALYSIS="$OUTPUT_DIR/wemo-plug/analyses/wemo-plug-offClusters-phone-side.cls" +EPSILON="10.0" +DELETED_SEQUENCES_ON="-1" +DELETED_SEQUENCES_OFF="-1" + +PROGRAM_ARGS="'$INPUT_PCAP' '$OUTPUT_PCAP' '$TIMESTAMP_FILE' '$DEVICE_IP' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$ON_ANALYSIS' + '$OFF_ANALYSIS' '$EPSILON' '$DELETED_SEQUENCES_ON' '$DELETED_SEQUENCES_OFF'" +./gradlew run -DmainClass=edu.uci.iotproject.SignatureGenerator --args="$PROGRAM_ARGS" +# ====================================================================================================================== diff --git a/Code/Projects/PacketLevelSignatureExtractor/src/main/java/edu/uci/iotproject/SignatureGenerator.java b/Code/Projects/PacketLevelSignatureExtractor/src/main/java/edu/uci/iotproject/SignatureGenerator.java index c00f8ff..164a328 100644 --- a/Code/Projects/PacketLevelSignatureExtractor/src/main/java/edu/uci/iotproject/SignatureGenerator.java +++ b/Code/Projects/PacketLevelSignatureExtractor/src/main/java/edu/uci/iotproject/SignatureGenerator.java @@ -38,459 +38,41 @@ public class SignatureGenerator { public static void main(String[] args) throws PcapNativeException, NotOpenException, EOFException, TimeoutException, UnknownHostException { // ------------------------------------------------------------------------------------------------------------- // ------------ # Code for extracting traffic generated by a device within x seconds of a trigger # ------------ - // Paths to input and output files (consider supplying these as arguments instead) and IP of the device for - // which traffic is to be extracted: - String path = "/scratch/July-2018"; // Rahmadi -// String path = "/Users/varmarken/temp/UCI IoT Project/experiments"; // Janus + if (args.length < 11) { + String errMsg = String.format("Usage: %s inputPcapFile outputPcapFile triggerTimesFile deviceIp" + + " onSignatureFile offSignatureFile onClusterAnalysisFile offClusterAnalysisFile epsilon" + + " deletedSequencesOn deletedSequencesOff" + + "\n inputPcapFile: the target of the detection" + + "\n outputPcapFile: the processed PCAP file through 15-second window filtering" + + "\n triggerTimesFile: the trigger timestamps" + + "\n deviceIp: the IP address of the device we want to generate a signature for" + + "\n onSignatureFile: name of the ON signature file" + + "\n offSignatureFile: name of the OFF signature file" + + "\n onClusterAnalysisFile: name of the ON signature cluster analysis file" + + "\n offClusterAnalysisFile: name of the OFF signature cluster analysis file" + + "\n epsilon: epsilon value of the DBSCAN algorithm" + + "\n deletedSequencesOn: sequences to be deleted from the final ON signature" + + " (please separate with commas, e.g., 0,1,2, or put '-1' if not needed)" + + "\n deletedSequencesOff: sequences to be deleted from the final OFF signature" + + " (please separate with commas, e.g., 0,1,2, or put '-1' if not needed)", + SignatureGenerator.class.getSimpleName()); + System.out.println(errMsg); + return; + } boolean verbose = true; - final String onPairsPath = "/scratch/July-2018/on.txt"; - final String offPairsPath = "/scratch/July-2018/off.txt"; - - // 1) TODO: D-LINK PLUG July 26 experiment -// final String inputPcapFile = path + "/2018-07/dlink/dlink.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-07/dlink/dlink-processed.pcap"; -// final String triggerTimesFile = path + "/2018-07/dlink/dlink-july-26-2018.timestamps"; -// final String deviceIp = "192.168.1.199"; // .246 == phone; .199 == dlink plug? - // Actual training -// final String inputPcapFile = path + "/2018-10/dlink-plug/dlink-plug.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-10/dlink-plug/dlink-plug-processed.pcap"; -// final String triggerTimesFile = path + "/2018-10/dlink-plug/dlink-plug-oct-17-2018.timestamps"; -// final String deviceIp = "192.168.1.199"; // .246 == phone; .199 == dlink plug? - // TODO: EXPERIMENT - November 7, 2018 - final String inputPcapFile = path + "/experimental_result/standalone/dlink-plug/wlan1/dlink-plug.wlan1.local.pcap"; - final String outputPcapFile = path + "/experimental_result/standalone/dlink-plug/wlan1/dlink-plug-processed.pcap"; - final String triggerTimesFile = path + "/experimental_result/standalone/dlink-plug/timestamps/dlink-plug-nov-7-2018.timestamps"; -// final String deviceIp = "192.168.1.199"; // .246 == phone; .199 == dlink plug? - final String deviceIp = "192.168.1.246"; // .246 == phone; .199 == dlink plug? - - // 2) TODO: TP-LINK PLUG July 25 experiment -// final String inputPcapFile = path + "/2018-07/tplink/tplink.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-07/tplink/tplink-processed.pcap"; -// final String triggerTimesFile = path + "/2018-07/tplink/tplink-july-25-2018.timestamps"; -// final String deviceIp = "192.168.1.159"; - // Actual training -// final String inputPcapFile = path + "/2018-10/tplink-plug/tplink-plug.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-10/tplink-plug/tplink-plug-processed.pcap"; -// final String triggerTimesFile = path + "/2018-10/tplink-plug/tplink-plug-oct-17-2018.timestamps"; -// final String deviceIp = "192.168.1.159"; // .246 == phone; .159 == tplink plug - // TODO: EXPERIMENT - November 8, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/tplink-plug/wlan1/tplink-plug.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/tplink-plug/wlan1/tplink-plug-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/tplink-plug/timestamps/tplink-plug-nov-8-2018.timestamps"; -// final String deviceIp = "192.168.1.159"; // .246 == phone; .159 == tplink plug -//// final String deviceIp = "192.168.1.246"; // .246 == phone; .159 == tplink plug - - // 2b) TP-Link July 25 experiment TRUNCATED: - // Only contains "true local" events, i.e., before the behavior changes to remote-like behavior. - // Last included event is at July 25 10:38:11; file filtered to only include packets with arrival time <= 10:38:27. -// final String inputPcapFile = path + "/2018-07/tplink/tplink.wlan1.local.truncated.pcap"; -// final String outputPcapFile = path + "/2018-07/tplink/tplink-processed.truncated.pcap"; -// final String triggerTimesFile = path + "/2018-07/tplink/tplink-july-25-2018.truncated.timestamps"; -// final String deviceIp = "192.168.1.159"; - - // 3) TODO: SMARTTHINGS PLUG July 25 experiment -// final String inputPcapFile = path + "/2018-07/stplug/stplug.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-07/stplug/stplug-processed.pcap"; -// final String triggerTimesFile = path + "/2018-07/stplug/smartthings-july-25-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) - // October 18 -// final String inputPcapFile = path + "/2018-10/st-plug/st-plug.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-10/st-plug/st-plug-processed.pcap"; -// final String triggerTimesFile = path + "/2018-10/st-plug/st-plug-oct-18-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) - // TODO: EXPERIMENT - November 12, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/st-plug/wlan1/st-plug.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/st-plug/wlan1/st-plug-processed.pcap"; -//// final String inputPcapFile = path + "/experimental_result/standalone/st-plug/eth1/st-plug.eth1.local.pcap"; -//// final String outputPcapFile = path + "/experimental_result/standalone/st-plug/eth1/st-plug-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/st-plug/timestamps/st-plug-nov-12-2018.timestamps"; -//// final String deviceIp = "192.168.1.142"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) -// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) - - // 4) TODO: WEMO PLUG July 30 experiment -// final String inputPcapFile = path + "/2018-07/wemo/wemo.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-07/wemo/wemo-processed.pcap"; -// final String triggerTimesFile = path + "/2018-07/wemo/wemo-july-30-2018.timestamps"; -// final String deviceIp = "192.168.1.145"; // .246 == phone; .145 == WeMo - // TODO: EXPERIMENT - November 20, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/wemo-plug/wlan1/wemo-plug.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/wemo-plug/wlan1/wemo-plug-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/wemo-plug/timestamps/wemo-plug-nov-20-2018.timestamps"; -//// final String deviceIp = "192.168.1.145"; // .246 == phone; .145 == WeMo -// final String deviceIp = "192.168.1.246"; // .246 == phone; .145 == WeMo - - // 5) TODO: WEMO INSIGHT July 31 experiment -// final String inputPcapFile = path + "/2018-07/wemoinsight/wemoinsight.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-07/wemoinsight/wemoinsight-processed.pcap"; -// final String triggerTimesFile = path + "/2018-07/wemoinsight/wemo-insight-july-31-2018.timestamps"; -// final String deviceIp = "192.168.1.135"; - // TODO: EXPERIMENT - November 21, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/wemo-insight-plug/wlan1/wemo-insight-plug.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/wemo-insight-plug/wlan1/wemo-insight-plug-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/wemo-insight-plug/timestamps/wemo-insight-plug-nov-21-2018.timestamps"; -//// final String deviceIp = "192.168.1.145"; // .246 == phone; .135 == WeMo Insight -// final String deviceIp = "192.168.1.246"; // .246 == phone; .135 == WeMo Insight - - // 6) TODO: TP-LINK BULB August 1 experiment -// final String inputPcapFile = path + "/2018-08/tplink-bulb/tplinkbulb.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/tplink-bulb/tplinkbulb-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/tplink-bulb/tplink-bulb-aug-3-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == TP-Link bulb - // TODO: EXPERIMENT - November 16, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/tplink-bulb/wlan1/tplink-bulb.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/tplink-bulb/wlan1/tplink-bulb-processed.pcap"; -//// final String inputPcapFile = path + "/experimental_result/standalone/tplink-bulb/eth0/tplink-bulb.eth1.local.pcap"; -//// final String outputPcapFile = path + "/experimental_result/standalone/tplink-bulb/eth0/tplink-bulb-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/tplink-bulb/timestamps/tplink-bulb-nov-16-2018.timestamps"; -//// final String deviceIp = "192.168.1.140"; // .246 == phone; .140 == TP-Link bulb -// final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == TP-Link bulb - - // 7) TODO: KWIKSET DOORLOCK August 6 experiment -// final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock.data.wlan1.pcap"; -//// final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-processed.pcap"; -//// final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-aug-6-2018.timestamps"; -// final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-8hr-data-oct-11-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) - // TODO: EXPERIMENT - November 10, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/wlan1/kwikset-doorlock.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/wlan1/kwikset-doorlock-processed.pcap"; -//// final String inputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/eth1/kwikset-doorlock.eth1.local.pcap"; -//// final String outputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/eth1/kwikset-doorlock-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/kwikset-doorlock/timestamps/kwikset-doorlock-nov-10-2018.timestamps"; -//// final String deviceIp = "192.168.1.142"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) -// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) - - // September 12, 2018 - includes both wlan1 and eth1 interfaces -// final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3.wlan1.local.pcap"; -// //final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3.eth1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-sept-12-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) - - // 8) TODO: HUE BULB August 7 experiment -// final String inputPcapFile = path + "/2018-08/hue-bulb/hue-bulb.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/hue-bulb/hue-bulb-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/hue-bulb/hue-bulb-aug-7-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; - // October 30 experiment -// final String inputPcapFile = path + "/2018-10/hue-bulb/hue-bulb.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-10/hue-bulb/hue-bulb-processed.pcap"; -// final String triggerTimesFile = path + "/2018-10/hue-bulb/hue-bulb-oct-30-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .100 == Hue hub - // TODO: EXPERIMENT - November 19, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/hue-bulb/wlan1/hue-bulb.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/hue-bulb/wlan1/hue-bulb-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/hue-bulb/timestamps/hue-bulb-nov-19-2018.timestamps"; -//// final String deviceIp = "192.168.1.100"; // .246 == phone; .100 == Hue hub -// final String deviceIp = "192.168.1.246"; // .246 == phone; .100 == Hue hub - - // 9) TODO: LIFX BULB August 8 experiment -// final String inputPcapFile = path + "/2018-08/lifx-bulb/lifx-bulb.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/lifx-bulb/lifx-bulb-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/lifx-bulb/lifx-bulb-aug-8-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .231 == Lifx - // October 18 -// final String inputPcapFile = path + "/2018-10/lifx-bulb/lifx-bulb.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-10/lifx-bulb/lifx-bulb-processed.pcap"; -// final String triggerTimesFile = path + "/2018-10/lifx-bulb/lifx-bulb-oct-18-2018.timestamps"; -// final String deviceIp = "192.168.1.231"; // .246 == phone; .231 == Lifx - // November 1 -// final String inputPcapFile = path + "/2018-10/lifx-bulb/lifx-bulb.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-10/lifx-bulb/lifx-bulb-processed.pcap"; -// final String triggerTimesFile = path + "/2018-10/lifx-bulb/lifx-bulb-nov-1-2018.timestamps"; -// final String deviceIp = "192.168.1.231"; // .246 == phone; .231 == Lifx - - // 10) TODO: AMCREST CAMERA August 9 experiment -// final String inputPcapFile = path + "/2018-08/amcrest-camera/amcrest-camera.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/amcrest-camera/amcrest-camera-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/amcrest-camera/amcrest-camera-aug-9-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .235 == camera - - // 11) TODO: ARLO CAMERA August 10 experiment -// final String inputPcapFile = path + "/2018-08/arlo-camera/arlo-camera.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/arlo-camera/arlo-camera-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/arlo-camera/arlo-camera-aug-10-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == camera - // TODO: EXPERIMENT - November 13, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/arlo-camera/wlan1/arlo-camera.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/arlo-camera/wlan1/arlo-camera-processed.pcap"; -//// final String inputPcapFile = path + "/experimental_result/standalone/arlo-camera/eth0/arlo-camera.eth1.local.pcap"; -//// final String outputPcapFile = path + "/experimental_result/standalone/arlo-camera/eth0/arlo-camera-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/arlo-camera/timestamps/arlo-camera-nov-13-2018.timestamps"; -//// final String deviceIp = "192.168.1.140"; // .246 == phone; .140 == camera -// final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == camera - - // 12) TODO: BLOSSOM SPRINKLER August 13 experiment -// final String inputPcapFile = path + "/2018-08/blossom/blossom.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/blossom/blossom-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/blossom/blossom-aug-13-2018.timestamps"; -// final String deviceIp = "192.168.1.229"; // .246 == phone; .229 == sprinkler -// // 2 November -// final String inputPcapFile = path + "/2018-10/blossom-sprinkler/blossom-sprinkler.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-10/blossom-sprinkler/blossom-sprinkler-processed.pcap"; -// final String triggerTimesFile = path + "/2018-10/blossom-sprinkler/blossom-sprinkler-nov-2-2018.timestamps"; -// final String deviceIp = "192.168.1.229"; // .246 == phone; .229 == sprinkler - // TODO: EXPERIMENT - January 9, 11, 13, 14 -// final String inputPcapFile = path + "/experimental_result/standalone/blossom-sprinkler/wlan1/blossom-sprinkler.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/blossom-sprinkler/wlan1/blossom-sprinkler-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-14-2019.timestamps"; -//// final String triggerTimesFile = path + "/experimental_result/standalone/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-11-2019.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .229 == sprinkler -//// final String deviceIp = "192.168.1.229"; // .246 == phone; .229 == sprinkler - -// // 13) TODO: D-LINK SIREN August 14 experiment -// final String inputPcapFile = path + "/2018-08/dlink-siren/dlink-siren.wlan1.local.pcap"; -// //final String inputPcapFile = path + "/evaluation/dlink-siren/dlink-siren.data.wlan1.pcap"; -// final String outputPcapFile = path + "/2018-08/dlink-siren/dlink-siren-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/dlink-siren/dlink-siren-oct-12-2018.timestamps"; -// //final String triggerTimesFile = path + "/2018-08/dlink-siren/dlink-siren-aug-14-2018.timestamps"; -// //final String triggerTimesFile = path + "/actual/timestamps/dlink-siren-8hr-data-oct-10-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .183 == siren - // TODO: EXPERIMENT - November 9, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/dlink-siren/wlan1/dlink-siren.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/dlink-siren/wlan1/dlink-siren-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/dlink-siren/timestamps/dlink-siren-nov-9-2018.timestamps"; -//// final String deviceIp = "192.168.1.183"; // .246 == phone; .183 == siren -// final String deviceIp = "192.168.1.246"; // .246 == phone; .183 == siren - - // 14) TODO: NEST THERMOSTAT August 15 experiment -// final String inputPcapFile = path + "/2018-08/nest/nest.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/nest/nest-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/nest/nest-aug-15-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .127 == Nest thermostat -// // TODO: EXPERIMENT - November 14, 2018 -// final String inputPcapFile = path + "/experimental_result/standalone/nest-thermostat/wlan1/nest-thermostat.wlan1.local.pcap"; -// final String outputPcapFile = path + "/experimental_result/standalone/nest-thermostat/wlan1/nest-thermostat-processed.pcap"; -//// final String inputPcapFile = path + "/experimental_result/standalone/nest-thermostat/eth0/nest-thermostat.eth1.local.pcap"; -//// final String outputPcapFile = path + "/experimental_result/standalone/nest-thermostat/eth0/nest-thermostat-processed.pcap"; -// final String triggerTimesFile = path + "/experimental_result/standalone/nest-thermostat/timestamps/nest-thermostat-nov-15-2018.timestamps"; -//// final String deviceIp = "192.168.1.127"; // .246 == phone; .127 == Nest thermostat -// final String deviceIp = "192.168.1.246"; // .246 == phone; .127 == Nest thermostat - - // 15) Alexa August 16 experiment -// final String inputPcapFile = path + "/2018-08/alexa/alexa.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/alexa/alexa-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/alexa/alexa-aug-16-2018.timestamps"; -// final String deviceIp = "192.168.1.225"; // .246 == phone; .225 == Alexa - // August 17 -// final String inputPcapFile = path + "/2018-08/alexa/alexa2.wlan1.local.pcap"; -// final String outputPcapFile = path + "/2018-08/alexa/alexa2-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/alexa/alexa-aug-17-2018.timestamps"; -// final String deviceIp = "192.168.1.225"; // .246 == phone; .225 == Alexa - - // September 17 -// final String inputPcapFile = path + "/2018-08/noise/noise.eth1.pcap"; -// final String outputPcapFile = path + "/2018-08/noise/noise-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/noise/noise-sept-17-2018.timestamps"; -// final String deviceIp = "192.168.1.142"; // .142 == SmartThings Hub; .199 == dlink plug; .183 == siren - // September 26 - D-Link noise -// final String inputPcapFile = path + "/2018-08/noise/noise.dlink.wlan1.pcap"; -// final String outputPcapFile = path + "/2018-08/noise/noise-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/noise/dlink-noise-sept-26-2018.timestamps"; -// final String deviceIp = "192.168.1.183"; // .199 == dlink plug; .183 == siren - // September 27 - Kwikset noise -// final String inputPcapFile = path + "/2018-08/noise/noise.kwikset.eth1.pcap"; -// final String outputPcapFile = path + "/2018-08/noise/noise-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/noise/kwikset-doorlock-noise-sept-27-2018.timestamps"; -// final String deviceIp = "192.168.1.142"; // .142 == SmartThings Hub; - - // TODO: The below part is just for 15-second time sensitivity experiment - // TODO: The below part is just for 15-second time sensitivity experiment - // TODO: The below part is just for 15-second time sensitivity experiment - // D-Link plug -// final String triggerTimesFile = path + "/experimental_result/standalone/dlink-plug/timestamps/dlink-plug-nov-7-2018.timestamps"; -//// final String onSignatureFile = path + "/experimental_result/standalone/dlink-plug/signatures/dlink-plug-onSignature-phone-side.sig"; -//// final String offSignatureFile = path + "/experimental_result/standalone/dlink-plug/signatures/dlink-plug-offSignature-phone-side.sig"; -// final String onSignatureFile = path + "/experimental_result/standalone/dlink-plug/signatures/dlink-plug-onSignature-device-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/dlink-plug/signatures/dlink-plug-offSignature-device-side.sig"; - // TP-Link plug -// final String triggerTimesFile = path + "/experimental_result/standalone/tplink-plug/timestamps/tplink-plug-nov-8-2018.timestamps"; -////// final String onSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-onSignature-phone-side.sig"; -////// final String offSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-offSignature-phone-side.sig"; -//// final String onSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-onSignature-device-side-outbound.sig"; -//// final String offSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-offSignature-device-side-outbound.sig"; -// final String onSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-onSignature-device-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-offSignature-device-side.sig"; - - // D-Link siren -// final String triggerTimesFile = path + "/experimental_result/standalone/dlink-siren/timestamps/dlink-siren-nov-9-2018.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/dlink-siren/signatures/dlink-siren-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/dlink-siren/signatures/dlink-siren-offSignature-phone-side.sig"; - // Kwikset door lock -// final String triggerTimesFile = path + "/experimental_result/standalone/kwikset-doorlock/timestamps/kwikset-doorlock-nov-10-2018.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/kwikset-doorlock/signatures/kwikset-doorlock-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/kwikset-doorlock/signatures/kwikset-doorlock-offSignature-phone-side.sig"; - // SmartThings plug -// final String triggerTimesFile = path + "/experimental_result/standalone/st-plug/timestamps/st-plug-nov-12-2018.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/st-plug/signatures/st-plug-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/st-plug/signatures/st-plug-offSignature-phone-side.sig"; - // Arlo Q -// final String triggerTimesFile = path + "/experimental_result/standalone/arlo-camera/timestamps/arlo-camera-nov-13-2018.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/arlo-camera/signatures/arlo-camera-onSignature-phone-side.complete.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/arlo-camera/signatures/arlo-camera-offSignature-phone-side.complete.sig"; - // Nest thermostat -// final String triggerTimesFile = path + "/experimental_result/standalone/nest-thermostat/timestamps/nest-thermostat-nov-15-2018.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/nest-thermostat/signatures/nest-thermostat-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/nest-thermostat/signatures/nest-thermostat-offSignature-phone-side.sig"; - // Blossom sprinkler -// final String triggerTimesFile = path + "/experimental_result/standalone/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-14-2019.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-device-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-device-side.sig"; -// final String onSignatureFile = path + "/experimental_result/standalone/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-phone-side.sig"; - // TP-Link bulb -// final String triggerTimesFile = path + "/experimental_result/standalone/tplink-bulb/timestamps/tplink-bulb-nov-16-2018.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/tplink-bulb/signatures/tplink-bulb-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/tplink-bulb/signatures/tplink-bulb-offSignature-phone-side.sig"; - // Philips hue -// final String triggerTimesFile = path + "/2018-08/hue-bulb/hue-bulb-aug-7-2018.timestamps"; -// final String onSignatureFile = path + "/training/hue-bulb/signatures/hue-bulb-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/training/hue-bulb/signatures/hue-bulb-offSignature-phone-side.sig"; - // WeMo plug -// final String triggerTimesFile = path + "/experimental_result/standalone/wemo-plug/timestamps/wemo-plug-nov-20-2018.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/wemo-plug/signatures/wemo-plug-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/wemo-plug/signatures/wemo-plug-offSignature-phone-side.sig"; - // WeMo Insight plug -// final String triggerTimesFile = path + "/experimental_result/standalone/wemo-insight-plug/timestamps/wemo-insight-plug-nov-21-2018.timestamps"; -// final String onSignatureFile = path + "/experimental_result/standalone/wemo-insight-plug/signatures/wemo-insight-plug-onSignature-phone-side.sig"; -// final String offSignatureFile = path + "/experimental_result/standalone/wemo-insight-plug/signatures/wemo-insight-plug-offSignature-phone-side.sig"; - - -// TriggerTimesFileReader ttfr = new TriggerTimesFileReader(); -// List triggerTimes = ttfr.readTriggerTimes(triggerTimesFile, false); -// -// System.out.println("ON signature file in use is " + onSignatureFile); -// System.out.println("OFF signature file in use is " + offSignatureFile); -// -// List>> onSignature = PrintUtils.deserializeFromFile(onSignatureFile); -// List>> offSignature = PrintUtils.deserializeFromFile(offSignatureFile); -// -// List signatureTimestamps = new ArrayList<>(); -// // Load ON signature last packet's timestamp -// // Get the last only -// List> lastListOn = onSignature.get(onSignature.size()-1); -// for (List list : lastListOn) { -// // Get timestamp Instant from the last packet -// int lastPacketIndex = list.size()-1; -// signatureTimestamps.add(list.get(lastPacketIndex).getTimestamp()); -// } -// // Load OFF signature last packet's timestamp -// // Get the last only -// List> lastListOff = offSignature.get(offSignature.size()-1); -// for (List list : lastListOff) { -// // Get timestamp Instant from the last packet -// int lastPacketIndex = list.size()-1; -// signatureTimestamps.add(list.get(lastPacketIndex).getTimestamp()); -// } -// // Sort the timestamps -// signatureTimestamps.sort((p1, p2) -> { -// return p1.compareTo(p2); -// }); -// -// Iterator iterTrig = triggerTimes.iterator(); -// Iterator iterSign = signatureTimestamps.iterator(); -// System.out.println("Trigger to Last Packet:"); -// while (iterTrig.hasNext() && iterSign.hasNext()) { -// Instant trigInst = (Instant) iterTrig.next(); -// Instant signInst = (Instant) iterSign.next(); -// Duration dur = Duration.between(trigInst, signInst); -// long duration = dur.toMillis(); -// // Check duration --- should be below 15 seconds -// if (duration >= 0 && duration <= 15000) { -// System.out.println(dur.toMillis()); -// } else if (duration > 15000) { -// while (duration > 15000) { // that means we have to move to the next trigger -// trigInst = (Instant) iterTrig.next(); -// dur = Duration.between(trigInst, signInst); -// duration = dur.toMillis(); -// } -// System.out.println(dur.toMillis()); -// } else { // below 0 / negative --- that means we have to move to the next signature -// while (duration < 0) { // that means we have to move to the next trigger -// signInst = (Instant) iterSign.next(); -// dur = Duration.between(trigInst, signInst); -// duration = dur.toMillis(); -// } -// System.out.println(dur.toMillis()); -// } -// } -// -// -// // ========================================================================== -// List firstSignatureTimestamps = new ArrayList<>(); -// List lastSignatureTimestamps = new ArrayList<>(); -// List> firstListOnSign = onSignature.get(0); -// List> lastListOnSign = onSignature.get(onSignature.size()-1); -// // Load ON signature first and last packet's timestamps -// for (List list : firstListOnSign) { -// // Get timestamp Instant from the last packet -// firstSignatureTimestamps.add(list.get(0).getTimestamp()); -// } -// for (List list : lastListOnSign) { -// // Get timestamp Instant from the last packet -// int lastPacketIndex = list.size()-1; -// lastSignatureTimestamps.add(list.get(lastPacketIndex).getTimestamp()); -// } -// -// List> firstListOffSign = offSignature.get(0); -// List> lastListOffSign = offSignature.get(offSignature.size()-1); -// // Load OFF signature first and last packet's timestamps -// for (List list : firstListOffSign) { -// // Get timestamp Instant from the last packet -// firstSignatureTimestamps.add(list.get(0).getTimestamp()); -// } -// for (List list : lastListOffSign) { -// // Get timestamp Instant from the last packet -// int lastPacketIndex = list.size()-1; -// lastSignatureTimestamps.add(list.get(lastPacketIndex).getTimestamp()); -// } -// // Sort the timestamps -// firstSignatureTimestamps.sort((p1, p2) -> { -// return p1.compareTo(p2); -// }); -// // Sort the timestamps -// lastSignatureTimestamps.sort((p1, p2) -> { -// return p1.compareTo(p2); -// }); -// -// Iterator iterFirst = firstSignatureTimestamps.iterator(); -// Iterator iterLast = lastSignatureTimestamps.iterator(); -// System.out.println("First to Last Packet:"); -// while (iterFirst.hasNext() && iterLast.hasNext()) { -// Instant firstInst = (Instant) iterFirst.next(); -// Instant lastInst = (Instant) iterLast.next(); -// Duration dur = Duration.between(firstInst, lastInst); -// long duration = dur.toMillis(); -// // Check duration --- should be below 15 seconds -// if (duration >= 0 && duration <= 15000) { -// System.out.println(dur.toMillis()); -// } else if (duration > 15000) { -// while (duration > 15000) { // that means we have to move to the next trigger -// firstInst = (Instant) iterFirst.next(); -// dur = Duration.between(firstInst, lastInst); -// duration = dur.toMillis(); -// } -// System.out.println(dur.toMillis()); -// } else { // below 0 / negative --- that means we have to move to the next signature -// while (duration < 0) { // that means we have to move to the next trigger -// lastInst = (Instant) iterLast.next(); -// dur = Duration.between(firstInst, lastInst); -// duration = dur.toMillis(); -// } -// System.out.println(dur.toMillis()); -// } -// if (duration > 8000) { -// break; -// } -// } - - // TODO: The above part is just for 15-second time sensitivity experiment - // TODO: The above part is just for 15-second time sensitivity experiment - // TODO: The above part is just for 15-second time sensitivity experiment - - - + final String inputPcapFile = args[0]; + final String outputPcapFile = args[1]; + final String triggerTimesFile = args[2]; + final String deviceIp = args[3]; + final String onSignatureFile = args[4]; + final String offSignatureFile = args[5]; + final String onClusterAnalysisFile = args[6]; + final String offClusterAnalysisFile = args[7]; + final double eps = Double.parseDouble(args[8]); + final String deletedSequencesOn = args[9]; + final String deletedSequencesOff = args[10]; + + // =========================================== TRAFFIC FILTERING ============================================ TriggerTimesFileReader ttfr = new TriggerTimesFileReader(); List triggerTimes = ttfr.readTriggerTimes(triggerTimesFile, false); @@ -523,34 +105,37 @@ public class SignatureGenerator { // Extract all conversations present in the filtered trace. List allConversations = tcpReassembler.getTcpConversations(); // Group conversations by hostname. - Map> convsByHostname = TcpConversationUtils.groupConversationsByHostname(allConversations, dnsMap); + Map> convsByHostname = + TcpConversationUtils.groupConversationsByHostname(allConversations, dnsMap); System.out.println("Grouped conversations by hostname."); // For each hostname, count the frequencies of packet lengths exchanged with that hostname. final Map> pktLenFreqsByHostname = new HashMap<>(); - convsByHostname.forEach((host, convs) -> pktLenFreqsByHostname.put(host, TcpConversationUtils.countPacketLengthFrequencies(convs))); + convsByHostname.forEach((host, convs) -> pktLenFreqsByHostname.put(host, + TcpConversationUtils.countPacketLengthFrequencies(convs))); System.out.println("Counted frequencies of packet lengths exchanged with each hostname."); - // For each hostname, count the frequencies of packet sequences (i.e., count how many conversations exchange a - // sequence of packets of some specific lengths). + // For each hostname, count the frequencies of packet sequences (i.e., count how many + // conversations exchange a sequence of packets of some specific lengths). final Map> pktSeqFreqsByHostname = new HashMap<>(); - convsByHostname.forEach((host, convs) -> pktSeqFreqsByHostname.put(host, TcpConversationUtils.countPacketSequenceFrequencies(convs))); + convsByHostname.forEach((host, convs) -> pktSeqFreqsByHostname.put(host, + TcpConversationUtils.countPacketSequenceFrequencies(convs))); System.out.println("Counted frequencies of packet sequences exchanged with each hostname."); - // For each hostname, count frequencies of packet pairs exchanged with that hostname across all conversations + // For each hostname, count frequencies of packet pairs exchanged + // with that hostname across all conversations final Map> pktPairFreqsByHostname = TcpConversationUtils.countPacketPairFrequenciesByHostname(allConversations, dnsMap); System.out.println("Counted frequencies of packet pairs per hostname"); // For each user action, reassemble the set of TCP connections occurring shortly after - final Map> userActionToConversations = trafficLabeler.getLabeledReassembledTcpTraffic(); - final Map>> userActionsToConvsByHostname = trafficLabeler.getLabeledReassembledTcpTraffic(dnsMap); + final Map> userActionToConversations = + trafficLabeler.getLabeledReassembledTcpTraffic(); + final Map>> userActionsToConvsByHostname = + trafficLabeler.getLabeledReassembledTcpTraffic(dnsMap); System.out.println("Reassembled TCP conversations occurring shortly after each user event"); - - /* * NOTE: no need to generate these more complex on/off maps that also contain mappings from hostname and * sequence identifiers as we do not care about hostnames and sequences during clustering. * We can simply use the UserAction->List map to generate ON/OFF groupings of conversations. */ - // Contains all ON events: hostname -> sequence identifier -> list of conversations with that sequence Map>> ons = new HashMap<>(); // Contains all OFF events: hostname -> sequence identifier -> list of conversations with that sequence @@ -570,80 +155,10 @@ public class SignatureGenerator { }); }); -// System.out.println("==== ON ===="); -// // Print out all the pairs into a file for ON events -// File fileOnEvents = new File(onPairsPath); -// PrintWriter pwOn = null; -// try { -// pwOn = new PrintWriter(fileOnEvents); -// } catch(Exception ex) { -// ex.printStackTrace(); -// } -// for(Map.Entry>> entry : ons.entrySet()) { -// Map> seqsToConvs = entry.getValue(); -// for(Map.Entry> entryConv : seqsToConvs.entrySet()) { -// List listConv = entryConv.getValue(); -// // Just get the first Conversation because all Conversations in this group -// // should have the same pairs of Application Data. -// for(Conversation conv : listConv) { -// // Process only if it is a TLS packet -// if (conv.isTls()) { -// List tlsAppDataList = TcpConversationUtils.extractTlsAppDataPacketPairs(conv); -// for(PcapPacketPair pair: tlsAppDataList) { -// System.out.println(PrintUtils.toCsv(pair, dnsMap)); -// pwOn.println(PrintUtils.toCsv(pair, dnsMap)); -// } -// } else { // Non-TLS conversations -// List packetList = TcpConversationUtils.extractPacketPairs(conv); -// for(PcapPacketPair pair: packetList) { -// System.out.println(PrintUtils.toCsv(pair, dnsMap)); -// pwOn.println(PrintUtils.toCsv(pair, dnsMap)); -// } -// } -// } -// } -// } -// pwOn.close(); -// -// System.out.println("==== OFF ===="); -// // Print out all the pairs into a file for ON events -// File fileOffEvents = new File(offPairsPath); -// PrintWriter pwOff = null; -// try { -// pwOff = new PrintWriter(fileOffEvents); -// } catch(Exception ex) { -// ex.printStackTrace(); -// } -// for(Map.Entry>> entry : offs.entrySet()) { -// Map> seqsToConvs = entry.getValue(); -// for(Map.Entry> entryConv : seqsToConvs.entrySet()) { -// List listConv = entryConv.getValue(); -// // Just get the first Conversation because all Conversations in this group -// // should have the same pairs of Application Data. -// for(Conversation conv : listConv) { -// // Process only if it is a TLS packet -// if (conv.isTls()) { -// List tlsAppDataList = TcpConversationUtils.extractTlsAppDataPacketPairs(conv); -// for(PcapPacketPair pair: tlsAppDataList) { -// System.out.println(PrintUtils.toCsv(pair, dnsMap)); -// pwOff.println(PrintUtils.toCsv(pair, dnsMap)); -// } -// } else { // Non-TLS conversations -// List packetList = TcpConversationUtils.extractPacketPairs(conv); -// for (PcapPacketPair pair : packetList) { -// System.out.println(PrintUtils.toCsv(pair, dnsMap)); -// pwOff.println(PrintUtils.toCsv(pair, dnsMap)); -// } -// } -// } -// } -// } -// pwOff.close(); - - - // ================================================ CLUSTERING ================================================ - // Note: no need to use the more convoluted on/off maps; can simply use the UserAction->List map - // when don't care about hostnames and sequences (see comment earlier). + // ============================================== PAIR CLUSTERING ============================================ + // TODO: No need to use the more convoluted on/off maps; Can simply use the UserAction->List map + // TODO: when don't care about hostnames and sequences (see comment earlier). + // =========================================================================================================== List onConversations = userActionToConversations.entrySet().stream(). filter(e -> e.getKey().getType() == Type.TOGGLE_ON). // drop all OFF events from stream map(e -> e.getValue()). // no longer interested in the UserActions @@ -669,8 +184,11 @@ public class SignatureGenerator { // Note: need to update the DnsMap of all PcapPacketPairs if we want to use the IP/hostname-sensitive distance. Stream.concat(Stream.of(onPairs), Stream.of(offPairs)).flatMap(List::stream).forEach(p -> p.setDnsMap(dnsMap)); // Perform clustering on conversation logged as part of all ON events. - double eps = 10.0; - int minPts = 45; + // Calculate number of events per type (only ON/only OFF), which means half of the number of all timestamps. + int numberOfEventsPerType = triggerTimes.size() / 2; + int lowerBound = numberOfEventsPerType - (int)(numberOfEventsPerType * 0.1); + int upperBound = numberOfEventsPerType + (int)(numberOfEventsPerType * 0.1); + int minPts = lowerBound; DBSCANClusterer onClusterer = new DBSCANClusterer<>(eps, minPts); List> onClusters = onClusterer.cluster(onPairs); // Perform clustering on conversation logged as part of all OFF events. @@ -689,7 +207,7 @@ public class SignatureGenerator { for (Cluster c : onClusters) { System.out.println(String.format("<<< Cluster #%02d (%03d points) >>>", ++count, c.getPoints().size())); System.out.print(PrintUtils.toSummaryString(c)); - if(c.getPoints().size() > 45 && c.getPoints().size() < 55) { + if(c.getPoints().size() > lowerBound && c.getPoints().size() < upperBound) { // Print to file List> ppListOfList = PcapPacketUtils.clusterToListOfPcapPackets(c); // Check for overlaps and decide whether to do range-based or conservative checking @@ -707,7 +225,7 @@ public class SignatureGenerator { for (Cluster c : offClusters) { System.out.println(String.format("<<< Cluster #%03d (%06d points) >>>", ++count, c.getPoints().size())); System.out.print(PrintUtils.toSummaryString(c)); - if(c.getPoints().size() > 45 && c.getPoints().size() < 55) { + if(c.getPoints().size() > lowerBound && c.getPoints().size() < upperBound) { // Print to file List> ppListOfList = PcapPacketUtils.clusterToListOfPcapPackets(c); // Check for overlaps and decide whether to do range-based or conservative checking @@ -715,242 +233,139 @@ public class SignatureGenerator { ppListOfListListOff.add(ppListOfList); } } - // TODO: Merging test - ppListOfListListOn = PcapPacketUtils.mergeSignatures(ppListOfListListOn, sortedAllConversation); - // TODO: Need to remove sequence 550 567 for Blossom phone side since it is not a good signature (overlap)! -// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 1); - // TODO: Need to remove sequence 69 296 for Blossom device side since it is not a good signature (overlap)! -// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 2); - // TODO: Need to remove sequence number 2 for ST plug since it is not a good signature! - //PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 2); - // TODO: Need to remove sequence number 0 for Arlo Camera since it is not a good signature! -// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 0); + + // =========================================== SIGNATURE CREATION =========================================== + // Concatenate + ppListOfListListOn = PcapPacketUtils.concatSequences(ppListOfListListOn, sortedAllConversation); // TODO: Need to remove sequence number 0 for TP-Link plug since it is not a good signature! // TODO: This sequence actually belongs to the local communication between the plug and the phone // PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 0); - ppListOfListListOn = PcapPacketUtils.sortSignatures(ppListOfListListOn); + // Remove sequences in the list that have overlap + StringTokenizer stringTokenizerOn = new StringTokenizer(deletedSequencesOn, ","); + while(stringTokenizerOn.hasMoreTokens()) { + int sequenceToDelete = Integer.parseInt(stringTokenizerOn.nextToken()); + if (sequenceToDelete == -1) { // '-1' means there is no removal + break; + } + PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, sequenceToDelete); + } + ppListOfListListOn = PcapPacketUtils.sortSequences(ppListOfListListOn); - // TODO: Merging test - ppListOfListListOff = PcapPacketUtils.mergeSignatures(ppListOfListListOff, sortedAllConversation); - // TODO: Need to remove sequence 69 296 for Blossom device side since it is not a good signature (overlap)! -// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, 3); - // TODO: Need to remove sequence number 1 for Nest Thermostat since it is not a good signature! - //PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, 1); - // TODO: Need to remove sequence number 0 for Arlo Camera since it is not a good signature! -// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, 1); - // TODO: Need to remove sequence number 2 for ST plug since it is not a good signature! - //PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, 2); + // Concatenate + ppListOfListListOff = PcapPacketUtils.concatSequences(ppListOfListListOff, sortedAllConversation); // TODO: Need to remove sequence number 0 for TP-Link plug since it is not a good signature! // TODO: This sequence actually belongs to the local communication between the plug and the phone // PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, 0); - ppListOfListListOff = PcapPacketUtils.sortSignatures(ppListOfListListOff); + // Remove sequences in the list that have overlap + StringTokenizer stringTokenizerOff = new StringTokenizer(deletedSequencesOff, ","); + while(stringTokenizerOff.hasMoreTokens()) { + int sequenceToDelete = Integer.parseInt(stringTokenizerOff.nextToken()); + if (sequenceToDelete == -1) { // '-1' means there is no removal + break; + } + PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, sequenceToDelete); + } + ppListOfListListOff = PcapPacketUtils.sortSequences(ppListOfListListOff); // Write the signatures into the screen + System.out.println("========================================"); + System.out.println(" ON Signature "); + System.out.println("========================================"); PcapPacketUtils.printSignatures(ppListOfListListOn); + System.out.println("========================================"); + System.out.println(" OFF Signature "); + System.out.println("========================================"); PcapPacketUtils.printSignatures(ppListOfListListOff); - // Printing signatures into files - PrintUtils.serializeIntoFile("./onSignature.sig", ppListOfListListOn); - PrintUtils.serializeIntoFile("./offSignature.sig", ppListOfListListOff); - //ppListOfListReadOn = PrintUtils.deserializeFromFile("./onSignature.sig"); - //ppListOfListReadOff = PrintUtils.deserializeFromFile("./offSignature.sig"); - + PrintUtils.serializeIntoFile(onSignatureFile, ppListOfListListOn); + PrintUtils.serializeIntoFile(offSignatureFile, ppListOfListListOff); // Printing cluster analyses into files - PrintUtils.serializeIntoFile("./onClusters.cls", corePointRangeSignatureOn); - PrintUtils.serializeIntoFile("./offClusters.cls", corePointRangeSignatureOff); - System.out.println("========================================"); - - // ============================================================================================================ - -// // TODO: This part is just for DBSCAN sensitivity experiment -// // TODO: This part is just for DBSCAN sensitivity experiment -// // TODO: This part is just for DBSCAN sensitivity experiment -// // TODO: This part is just for DBSCAN sensitivity experiment -// // TODO: This part is just for DBSCAN sensitivity experiment -// List onConversations = userActionToConversations.entrySet().stream(). -// filter(e -> e.getKey().getType() == Type.TOGGLE_ON). // drop all OFF events from stream -// map(e -> e.getValue()). // no longer interested in the UserActions -// flatMap(List::stream). // flatten List> to a List -// collect(Collectors.toList()); -// List offConversations = userActionToConversations.entrySet().stream(). -// filter(e -> e.getKey().getType() == Type.TOGGLE_OFF). -// map(e -> e.getValue()). -// flatMap(List::stream). -// collect(Collectors.toList()); -// //Collections.sort(onConversations, (c1, c2) -> c1.getPackets().) -// -// List onPairs = onConversations.stream(). -// map(c -> c.isTls() ? TcpConversationUtils.extractTlsAppDataPacketPairs(c) : -// TcpConversationUtils.extractPacketPairs(c)). -// flatMap(List::stream). // flatten List> to List<> -// collect(Collectors.toList()); -// List offPairs = offConversations.stream(). -// map(c -> c.isTls() ? TcpConversationUtils.extractTlsAppDataPacketPairs(c) : -// TcpConversationUtils.extractPacketPairs(c)). -// flatMap(List::stream). // flatten List> to List<> -// collect(Collectors.toList()); -// // Note: need to update the DnsMap of all PcapPacketPairs if we want to use the IP/hostname-sensitive distance. -// Stream.concat(Stream.of(onPairs), Stream.of(offPairs)).flatMap(List::stream).forEach(p -> p.setDnsMap(dnsMap)); -// -// double eps = 10; // loop from eps 1-10 -// int minPts = 50; // loop from minPts 30-50 -// for(int epsCount = 7; epsCount <= eps; epsCount++) { -// for(int minPtsCount = 30; minPtsCount <= minPts; minPtsCount++) { -// System.out.println("Eps: " + epsCount + " --- minPts: " + minPtsCount); -// DBSCANClusterer onClusterer = new DBSCANClusterer<>(epsCount, minPtsCount); -// DBSCANClusterer offClusterer = new DBSCANClusterer<>(epsCount, minPtsCount); -// List> onClusters = onClusterer.cluster(onPairs); -// List> offClusters = offClusterer.cluster(offPairs); -// // Sort the conversations as reference -// List sortedAllConversation = TcpConversationUtils.sortConversationList(allConversations); -// // Output clusters -// System.out.println("========================================"); -// System.out.println(" Clustering results for ON "); -// System.out.println(" Number of clusters: " + onClusters.size()); -// int count = 0; -// List>> ppListOfListListOn = new ArrayList<>(); -// for (Cluster c : onClusters) { -// System.out.println(String.format("<<< Cluster #%02d (%03d points) >>>", ++count, c.getPoints().size())); -//// System.out.print(PrintUtils.toSummaryString(c)); -// if (c.getPoints().size() > 45 && c.getPoints().size() < 55) { -//// if(c.getPoints().size() > 25) { -// // Print to file -// List> ppListOfList = PcapPacketUtils.clusterToListOfPcapPackets(c); -// ppListOfListListOn.add(ppListOfList); -// } -// } -// PcapPacketUtils.printSignatures(ppListOfListListOn); -// -// System.out.println("========================================"); -// System.out.println(" Clustering results for OFF "); -// System.out.println(" Number of clusters: " + offClusters.size()); -// count = 0; -// List>> ppListOfListListOff = new ArrayList<>(); -// for (Cluster c : offClusters) { -// System.out.println(String.format("<<< Cluster #%03d (%06d points) >>>", ++count, c.getPoints().size())); -//// System.out.print(PrintUtils.toSummaryString(c)); -// if (c.getPoints().size() > 45 && c.getPoints().size() < 55) { -// //if(c.getPoints().size() > 25) { -// // Print to file -// List> ppListOfList = PcapPacketUtils.clusterToListOfPcapPackets(c); -// ppListOfListListOff.add(ppListOfList); -// } -// } -// PcapPacketUtils.printSignatures(ppListOfListListOff); -// System.out.println(); -// System.out.println(); -// System.out.println(); -// // ============================================================================================================ -// } -// } - - -// // ================================================================================================ -// // <<< Some work-in-progress/explorative code that extracts a "representative" sequence >>> -// // -// // Currently need to know relevant hostname in advance :( -// String hostname = "events.tplinkra.com"; -//// String hostname = "rfe-us-west-1.dch.dlink.com"; -// // Conversations with 'hostname' for ON events. -// List onsForHostname = new ArrayList<>(); -// // Conversations with 'hostname' for OFF events. -// List offsForHostname = new ArrayList<>(); -// // "Unwrap" sequence groupings in ons/offs maps. -// ons.get(hostname).forEach((k,v) -> onsForHostname.addAll(v)); -// offs.get(hostname).forEach((k,v) -> offsForHostname.addAll(v)); -// -// -// Map> onsForHostnameGroupedByTlsAppDataSequence = TcpConversationUtils.groupConversationsByTlsApplicationDataPacketSequence(onsForHostname); -// -// -// // Extract representative sequence for ON and OFF by providing the list of conversations with -// // 'hostname' observed for each event type (the training data). -// SequenceExtraction seqExtraction = new SequenceExtraction(); -//// ExtractedSequence extractedSequenceForOn = seqExtraction.extract(onsForHostname); -//// ExtractedSequence extractedSequenceForOff = seqExtraction.extract(offsForHostname); -// -// ExtractedSequence extractedSequenceForOn = seqExtraction.extractByTlsAppData(onsForHostname); -// ExtractedSequence extractedSequenceForOff = seqExtraction.extractByTlsAppData(offsForHostname); -// -// // Let's check how many ONs align with OFFs and vice versa (that is, how many times an event is incorrectly -// // labeled). -// int onsLabeledAsOff = 0; -// Integer[] representativeOnSeq = TcpConversationUtils.getPacketLengthSequence(extractedSequenceForOn.getRepresentativeSequence()); -// Integer[] representativeOffSeq = TcpConversationUtils.getPacketLengthSequence(extractedSequenceForOff.getRepresentativeSequence()); -// SequenceAlignment seqAlg = seqExtraction.getAlignmentAlgorithm(); -// for (Conversation c : onsForHostname) { -// Integer[] onSeq = TcpConversationUtils.getPacketLengthSequence(c); -// if (seqAlg.calculateAlignment(representativeOffSeq, onSeq) <= extractedSequenceForOff.getMaxAlignmentCost()) { -// onsLabeledAsOff++; -// } -// } -// int offsLabeledAsOn = 0; -// for (Conversation c : offsForHostname) { -// Integer[] offSeq = TcpConversationUtils.getPacketLengthSequence(c); -// if (seqAlg.calculateAlignment(representativeOnSeq, offSeq) <= extractedSequenceForOn.getMaxAlignmentCost()) { -// offsLabeledAsOn++; -// } -// } -// System.out.println(""); -// // ================================================================================================ -// -// -// // ------------------------------------------------------------------------------------------------------------- -// // ------------------------------------------------------------------------------------------------------------- - } - - /** - * Check if there is any overlap between the signature stored in this class and another signature. - * Conditions: - * 1) If the signatures do not have any range, then we need to do conservative checking (return true). - * 2) If the signatures have the same number of packets/packet lengths, then we check the range; if the - * numbers of packets/packet lengths are different then we assume that there is no overlap. - * 3) If there is any range in the signatures, then we need to check for overlap. - * 4) If there is overlap for every packet/packet length, then we return false (range-based checking); otherwise, - * true (conservative checking). - * - * @param signatures Multiple {@code List} of {@code List} of {@code List} of {@code PcapPacket} objects to be checked - * for overlaps. - * @return A boolean that is true if there is an overlap; false otherwise. - */ - public boolean isConservativeChecking(List>>...signatures) { - - // If none of the pairs/sequences is range-based then we go conservative - boolean isRange = false; - for(List>> signature : signatures) { - if (isRangeBased(signature)) { - isRange = true; + PrintUtils.serializeIntoFile(onClusterAnalysisFile, corePointRangeSignatureOn); + PrintUtils.serializeIntoFile(offClusterAnalysisFile, corePointRangeSignatureOff); + + // =========================================== SIGNATURE DURATION =========================================== + List firstSignatureTimestamps = new ArrayList<>(); + List lastSignatureTimestamps = new ArrayList<>(); + if (!ppListOfListListOn.isEmpty()) { + List> firstListOnSign = ppListOfListListOn.get(0); + List> lastListOnSign = ppListOfListListOn.get(ppListOfListListOn.size() - 1); + // Load ON signature first and last packet's timestamps + for (List list : firstListOnSign) { + // Get timestamp Instant from the last packet + firstSignatureTimestamps.add(list.get(0).getTimestamp()); + } + for (List list : lastListOnSign) { + // Get timestamp Instant from the last packet + int lastPacketIndex = list.size() - 1; + lastSignatureTimestamps.add(list.get(lastPacketIndex).getTimestamp()); } } - return isRange; - } - - - /* - * Check and see if there is any range in the signatures - */ - private boolean isRangeBased(List>> signatureRanges) { + if (!ppListOfListListOn.isEmpty()) { + List> firstListOffSign = ppListOfListListOff.get(0); + List> lastListOffSign = ppListOfListListOff.get(ppListOfListListOff.size() - 1); + // Load OFF signature first and last packet's timestamps + for (List list : firstListOffSign) { + // Get timestamp Instant from the last packet + firstSignatureTimestamps.add(list.get(0).getTimestamp()); + } + for (List list : lastListOffSign) { + // Get timestamp Instant from the last packet + int lastPacketIndex = list.size() - 1; + lastSignatureTimestamps.add(list.get(lastPacketIndex).getTimestamp()); + } + } + // Sort the timestamps + firstSignatureTimestamps.sort((p1, p2) -> { + return p1.compareTo(p2); + }); + // Sort the timestamps + lastSignatureTimestamps.sort((p1, p2) -> { + return p1.compareTo(p2); + }); - for(List> listListPcapPacket : signatureRanges) { - // Lower bound of the range is in index 0 - // Upper bound of the range is in index 1 - List minSequence = listListPcapPacket.get(0); - List maxSequence = listListPcapPacket.get(1); - for(PcapPacket pcapPacket : minSequence) { - int index = minSequence.indexOf(pcapPacket); - if (pcapPacket.length() != maxSequence.get(index).length()) { - // If there is any packet length that differs in the minSequence - // and maxSequence, then it is range-based - return true; + Iterator iterFirst = firstSignatureTimestamps.iterator(); + Iterator iterLast = lastSignatureTimestamps.iterator(); + long duration; + long maxDuration = Long.MIN_VALUE; + System.out.println("========================================"); + System.out.println(" Signature Durations "); + System.out.println("========================================"); + while (iterFirst.hasNext() && iterLast.hasNext()) { + Instant firstInst = (Instant) iterFirst.next(); + Instant lastInst = (Instant) iterLast.next(); + Duration dur = Duration.between(firstInst, lastInst); + duration = dur.toMillis(); + // Check duration --- should be below 15 seconds + if (duration > TriggerTrafficExtractor.INCLUSION_WINDOW_MILLIS) { + while (duration > TriggerTrafficExtractor.INCLUSION_WINDOW_MILLIS && iterFirst.hasNext()) { + // that means we have to move to the next trigger + firstInst = (Instant) iterFirst.next(); } + dur = Duration.between(firstInst, lastInst); + duration = dur.toMillis(); + } else { // Below 0/Negative --- that means we have to move to the next signature + while (duration < 0 && iterLast.hasNext()) { // that means we have to move to the next trigger + lastInst = (Instant) iterLast.next(); + } + dur = Duration.between(firstInst, lastInst); + duration = dur.toMillis(); } + System.out.println(duration); + // Update duration if this bigger than the max value and still less than the window inclusion time + maxDuration = maxDuration < duration && duration <= TriggerTrafficExtractor.INCLUSION_WINDOW_MILLIS ? + duration : maxDuration; + } + // Just assign the value 0 if there is no signature + if (maxDuration == Long.MIN_VALUE) { + maxDuration = 0; } + System.out.println("========================================"); + System.out.println("Max signature duration: " + maxDuration); + System.out.println("========================================"); - return false; + // ========================================================================================================== } -} -// TP-Link MAC 50:c7:bf:33:1f:09 and usually IP 192.168.1.159 (remember to verify per file) -// frame.len >= 556 && frame.len <= 558 && ip.addr == 192.168.1.159 \ No newline at end of file +} diff --git a/Code/Projects/PacketLevelSignatureExtractor/src/main/java/edu/uci/iotproject/util/PcapPacketUtils.java b/Code/Projects/PacketLevelSignatureExtractor/src/main/java/edu/uci/iotproject/util/PcapPacketUtils.java index fc5234e..2f20945 100644 --- a/Code/Projects/PacketLevelSignatureExtractor/src/main/java/edu/uci/iotproject/util/PcapPacketUtils.java +++ b/Code/Projects/PacketLevelSignatureExtractor/src/main/java/edu/uci/iotproject/util/PcapPacketUtils.java @@ -214,51 +214,51 @@ public final class PcapPacketUtils { } /** - * Merge signatures in {@code List} of {@code List} of {@code List} of {@code PcapPacket} objects. + * Concatenate sequences in {@code List} of {@code List} of {@code List} of {@code PcapPacket} objects. * We cross-check these with {@code List} of {@code Conversation} objects to see * if two {@code List} of {@code PcapPacket} objects actually belong to the same {@code Conversation}. * @param signatures A {@link List} of {@link List} of {@link List} of - * {@link PcapPacket} objects that needs to be checked and merged. - * @param conversations A {@link List} of {@link Conversation} objects as reference for merging. + * {@link PcapPacket} objects that needs to be checked and concatenated. + * @param conversations A {@link List} of {@link Conversation} objects as reference for concatenation. * @return A {@link List} of {@link List} of {@link List} of - * {@link PcapPacket} objects as the result of the merging. + * {@link PcapPacket} objects as the result of the concatenation. */ public static List>> - mergeSignatures(List>> signatures, List conversations) { + concatSequences(List>> signatures, List conversations) { // TODO: THIS IS NOT A DEEP COPY; IT BASICALLY CREATES A REFERENCE TO THE SAME LIST OBJECT // List>> copySignatures = new ArrayList<>(signatures); // Make a deep copy first. List>> copySignatures = new ArrayList<>(); listDeepCopy(copySignatures, signatures); - // Traverse and look into the pairs of signatures. + // Traverse and look into the pairs. for (int first = 0; first < signatures.size(); first++) { List> firstList = signatures.get(first); for (int second = first+1; second < signatures.size(); second++) { - int maxSignatureEl = 0; // Number of maximum signature elements. + int maxSignatureEl = 0; List> secondList = signatures.get(second); int initialSecondListMembers = secondList.size(); - // Iterate over the signatures in the first list. + // Iterate over the sequences in the first list. for (List signature : firstList) { signature.removeIf(el -> el == null); // Clean up null elements. - // Return the Conversation that the signature is part of. + // Return the Conversation that the sequence is part of. Conversation conv = TcpConversationUtils.returnConversation(signature, conversations); // Find the element of the second list that is a match for that Conversation. for (List ppList : secondList) { ppList.removeIf(el -> el == null); // Clean up null elements. - // Check if they are part of a Conversation and are adjacent to the first signature. + // Check if they are part of a Conversation and are adjacent to the first sequence. // If yes then merge into the first list. TcpConversationUtils.SignaturePosition position = TcpConversationUtils.isPartOfConversationAndAdjacent(signature, ppList, conv); if (position == TcpConversationUtils.SignaturePosition.LEFT_ADJACENT) { - // Merge to the left side of the first signature. + // Merge to the left side of the first sequence. ppList.addAll(signature); signature = ppList; maxSignatureEl = signature.size() > maxSignatureEl ? signature.size() : maxSignatureEl; secondList.remove(ppList); // Remove as we merge. break; } else if (position == TcpConversationUtils.SignaturePosition.RIGHT_ADJACENT) { - // Merge to the right side of the first signature. + // Merge to the right side of the first sequence. signature.addAll(ppList); maxSignatureEl = signature.size() > maxSignatureEl ? signature.size() : maxSignatureEl; secondList.remove(ppList); // Remove as we merge. @@ -269,16 +269,16 @@ public final class PcapPacketUtils { // Call it a successful merging if there are only less than 5 elements from the second list that // cannot be merged. if (secondList.size() < SIGNATURE_MERGE_THRESHOLD) { - // Prune the unsuccessfully merged signatures (i.e., these will have size() < maxSignatureEl). + // Prune the unsuccessfully merged sequences (i.e., these will have size() < maxSignatureEl). final int maxNumOfEl = maxSignatureEl; // TODO: DOUBLE CHECK IF WE REALLY NEED TO PRUNE FAILED BINDINGS // TODO: SOMETIMES THE SEQUENCES ARE JUST INCOMPLETE // TODO: AND BOTH THE COMPLETE AND INCOMPLETE SEQUENCES ARE VALID SIGNATURES! firstList.removeIf(el -> el.size() < maxNumOfEl); - // Remove the merged set of signatures when successful. + // Remove the merged set of sequences when successful. signatures.remove(secondList); } else if (secondList.size() < initialSecondListMembers) { - // If only some of the signatures from the second list are merged, this means UNSUCCESSFUL merging. + // If only some of the sequences from the second list are merged, this means UNSUCCESSFUL merging. // Return the original copy of the signatures object. return copySignatures; } @@ -310,9 +310,9 @@ public final class PcapPacketUtils { } /** - * Sort the signatures in the {@code List} of {@code List} of {@code List} of {@code PcapPacket} objects. - * The purpose of this is to sort the order of signatures in the signature list. For detection purposes, we need - * to know if one signature occurs earlier/later in time with respect to the other signatures for more confidence + * Sort the sequences in the {@code List} of {@code List} of {@code List} of {@code PcapPacket} objects. + * The purpose of this is to sort the order of sequences in the sequence list. For detection purposes, we need + * to know if one sequence occurs earlier/later in time with respect to the other sequences for more confidence * in detecting the occurrence of an event. * @param signatures A {@code List} of {@code List} of {@code List} of {@code PcapPacket} objects that needs sorting. * We assume that innermost {@code List} of {@code PcapPacket} objects have been sorted ascending @@ -320,7 +320,7 @@ public final class PcapPacketUtils { * {@code clusterToListOfPcapPackets} method. * @return A sorted {@code List} of {@code List} of {@code List} of {@code PcapPacket} objects. */ - public static List>> sortSignatures(List>> signatures) { + public static List>> sortSequences(List>> signatures) { // TODO: This is the simplest solution!!! Might not cover all corner cases. // TODO: Sort the list of lists based on the first packet's timestamps! // Collections.sort(signatures, (p1, p2) -> { @@ -346,16 +346,6 @@ public final class PcapPacketUtils { if (Math.abs(timestamp1 - timestamp2) < TriggerTrafficExtractor.INCLUSION_WINDOW_MILLIS) { // If these two are within INCLUSION_WINDOW_MILLIS window then compare! compare = p1.get(count1).get(0).getTimestamp().compareTo(p2.get(count2).get(0).getTimestamp()); -// if (comparePrev != 0) { // First time since it is 0 -// if (Integer.signum(compare) != Integer.signum(comparePrev)) { -// // Throw an exception if the order of the two signatures is not consistent, -// // E.g., 111, 222, 333 in one occassion and 222, 333, 111 in the other. -// throw new Error("OVERLAP WARNING: " + "" + -// "Please remove one of the sequences: " + -// p1.get(0).get(0).length() + "... OR " + -// p2.get(0).get(0).length() + "..."); -// } -// } overlapChecking(compare, comparePrev, p1.get(count1), p2.get(count2)); comparePrev = compare; count1++;