From 17301c657cd91310ccbed2155193a58bea62d385 Mon Sep 17 00:00:00 2001 From: rtrimana Date: Fri, 25 Jan 2019 15:01:25 -0800 Subject: [PATCH 1/1] Adding time constraints into the scripts. --- .../execute_layer2_smarthome_all_detection.sh | 46 +- .../execute_layer2_unb_all_detection.sh | 45 +- .../main/java/edu/uci/iotproject/Main.java | 909 +++++++++--------- 3 files changed, 516 insertions(+), 484 deletions(-) diff --git a/Code/Projects/SmartPlugDetector/execute_layer2_smarthome_all_detection.sh b/Code/Projects/SmartPlugDetector/execute_layer2_smarthome_all_detection.sh index 0fa8baf..1cf9087 100755 --- a/Code/Projects/SmartPlugDetector/execute_layer2_smarthome_all_detection.sh +++ b/Code/Projects/SmartPlugDetector/execute_layer2_smarthome_all_detection.sh @@ -26,8 +26,9 @@ PCAP_FILE="$PCAPS_BASE_DIR/arlo-camera/wlan1/arlo-camera.wlan1.detection.pcap" ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -40,16 +41,18 @@ PCAP_FILE="$PCAPS_BASE_DIR/blossom-sprinkler/wlan1/blossom-sprinkler.wlan1.detec ON_SIGNATURE="$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'" +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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -62,16 +65,18 @@ PCAP_FILE="$PCAPS_BASE_DIR/dlink-plug/wlan1/dlink-plug.wlan1.detection.pcap" 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -84,8 +89,9 @@ PCAP_FILE="$PCAPS_BASE_DIR/dlink-siren/wlan1/dlink-siren.wlan1.detection.pcap" ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -100,8 +106,9 @@ PCAP_FILE="$PCAPS_BASE_DIR/hue-bulb/wlan1/hue-bulb.wlan1.detection.pcap" ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -116,8 +123,9 @@ PCAP_FILE="$PCAPS_BASE_DIR/kwikset-doorlock/wlan1/kwikset-doorlock.wlan1.detecti ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -132,8 +140,9 @@ PCAP_FILE="$PCAPS_BASE_DIR/nest-thermostat/wlan1/nest-thermostat.wlan1.detection ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -148,8 +157,9 @@ PCAP_FILE="$PCAPS_BASE_DIR/st-plug/wlan1/st-plug.wlan1.detection.pcap" ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -164,8 +174,9 @@ PCAP_FILE="$PCAPS_BASE_DIR/tplink-bulb/wlan1/tplink-bulb.wlan1.detection.pcap" ON_SIGNATURE="$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' -onmacfilters 50:c7:bf:.* -offmacfilters 50:c7:bf:.*" +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" # ====================================================================================================================== @@ -178,16 +189,18 @@ PCAP_FILE="$PCAPS_BASE_DIR/tplink-plug/wlan1/tplink-plug.wlan1.detection.pcap" ON_SIGNATURE="$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' -onmacfilters 50:c7:bf:.*;50:c7:bf:.* -offmacfilters 50:c7:bf:.*;50:c7:bf:.*" +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' '$RESULTS_FILE' -onmacfilters 50:c7:bf:.* -offmacfilters 50:c7:bf:.*" +PROGRAM_ARGS="'$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="$PROGRAM_ARGS" # Phone side does not make sense as it is merely a subset of the device side and does not differentiate ONs from OFFs. @@ -204,8 +217,9 @@ PCAP_FILE="$PCAPS_BASE_DIR/wemo-insight-plug/wlan1/wemo-insight-plug.wlan1.detec 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -220,8 +234,8 @@ PCAP_FILE="$PCAPS_BASE_DIR/wemo-plug/wlan1/wemo-plug.wlan1.detection.pcap" 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== \ No newline at end of file diff --git a/Code/Projects/SmartPlugDetector/execute_layer2_unb_all_detection.sh b/Code/Projects/SmartPlugDetector/execute_layer2_unb_all_detection.sh index ed7b5d9..0a44835 100755 --- a/Code/Projects/SmartPlugDetector/execute_layer2_unb_all_detection.sh +++ b/Code/Projects/SmartPlugDetector/execute_layer2_unb_all_detection.sh @@ -22,8 +22,9 @@ readonly OUTPUT_DIR ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -34,16 +35,18 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -54,16 +57,18 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -74,8 +79,9 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -88,8 +94,9 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -102,8 +109,9 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -116,8 +124,9 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" ON_SIGNATURE="$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'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -130,8 +139,9 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -144,8 +154,9 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" ON_SIGNATURE="$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' -onmacfilters 50:c7:bf:.* -offmacfilters 50:c7:bf:.*" +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" # ====================================================================================================================== @@ -156,16 +167,18 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' -onm 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' '$RESULTS_FILE' -onmacfilters 50:c7:bf:.*;50:c7:bf:.* -offmacfilters 50:c7:bf:.*;50:c7:bf:.*" +PROGRAM_ARGS="'$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' -onmacfilters 50:c7:bf:.* -offmacfilters 50:c7:bf:.*" +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. @@ -180,8 +193,9 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' -onm 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' '$RESULTS_FILE'" +PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE' '$SIGNATURE_DURATION'" ./gradlew run -DmainClass=edu.uci.iotproject.detection.layer2.Layer2SignatureDetector --args="$PROGRAM_ARGS" # ====================================================================================================================== @@ -194,7 +208,8 @@ PROGRAM_ARGS="'$PCAP_FILE' '$ON_SIGNATURE' '$OFF_SIGNATURE' '$RESULTS_FILE'" ON_SIGNATURE="$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'" +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/SmartPlugDetector/src/main/java/edu/uci/iotproject/Main.java b/Code/Projects/SmartPlugDetector/src/main/java/edu/uci/iotproject/Main.java index 2896ea7..f1056b0 100644 --- a/Code/Projects/SmartPlugDetector/src/main/java/edu/uci/iotproject/Main.java +++ b/Code/Projects/SmartPlugDetector/src/main/java/edu/uci/iotproject/Main.java @@ -213,13 +213,13 @@ public class Main { // 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 +// 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) Blossom sprinkler August 13 experiment // final String inputPcapFile = path + "/2018-08/blossom/blossom.wlan1.local.pcap"; @@ -305,11 +305,14 @@ public class Main { // 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 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"; @@ -354,293 +357,415 @@ public class Main { // 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.deserializeSignatureFromFile(onSignatureFile); -// List>> offSignature = PrintUtils.deserializeSignatureFromFile(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; -// } -// } + TriggerTimesFileReader ttfr = new TriggerTimesFileReader(); + List triggerTimes = ttfr.readTriggerTimes(triggerTimesFile, false); - // 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 + System.out.println("ON signature file in use is " + onSignatureFile); + System.out.println("OFF signature file in use is " + offSignatureFile); + List>> onSignature = PrintUtils.deserializeSignatureFromFile(onSignatureFile); + List>> offSignature = PrintUtils.deserializeSignatureFromFile(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()); + } + } - TriggerTimesFileReader ttfr = new TriggerTimesFileReader(); - List triggerTimes = ttfr.readTriggerTimes(triggerTimesFile, false); - // Tag each trigger with "ON" or "OFF", assuming that the first trigger is an "ON" and that they alternate. - List userActions = new ArrayList<>(); - for (int i = 0; i < triggerTimes.size(); i++) { - userActions.add(new UserAction(i % 2 == 0 ? Type.TOGGLE_ON : Type.TOGGLE_OFF, triggerTimes.get(i))); + // ========================================================================== + 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()); } - TriggerTrafficExtractor tte = new TriggerTrafficExtractor(inputPcapFile, triggerTimes, deviceIp); - final PcapDumper outputter = Pcaps.openDead(DataLinkType.EN10MB, 65536).dumpOpen(outputPcapFile); - DnsMap dnsMap = new DnsMap(); - TcpReassembler tcpReassembler = new TcpReassembler(); - TrafficLabeler trafficLabeler = new TrafficLabeler(userActions); - tte.performExtraction(pkt -> { - try { - outputter.dump(pkt); - } catch (NotOpenException e) { - e.printStackTrace(); + 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; } - }, dnsMap, tcpReassembler, trafficLabeler); - outputter.flush(); - outputter.close(); - - if (tte.getPacketsIncludedCount() != trafficLabeler.getTotalPacketCount()) { - // Sanity/debug check - throw new AssertionError(String.format("mismatch between packet count in %s and %s", - TriggerTrafficExtractor.class.getSimpleName(), TrafficLabeler.class.getSimpleName())); } - // Extract all conversations present in the filtered trace. - List allConversations = tcpReassembler.getTcpConversations(); - // Group conversations by hostname. - 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))); - 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). - final Map> pktSeqFreqsByHostname = new HashMap<>(); - 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 - 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); - 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 -// Map>> offs = new HashMap<>(); -// userActionsToConvsByHostname.forEach((ua, hostnameToConvs) -> { -// Map>> outer = ua.getType() == Type.TOGGLE_ON ? ons : offs; -// hostnameToConvs.forEach((host, convs) -> { -// Map> seqsToConvs = TcpConversationUtils. -// groupConversationsByPacketSequence(convs, verbose); -// outer.merge(host, seqsToConvs, (oldMap, newMap) -> { -// newMap.forEach((sequence, cs) -> oldMap.merge(sequence, cs, (list1, list2) -> { -// list1.addAll(list2); -// return list1; -// })); -// return oldMap; -// }); -// }); -// }); -// -// 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(); + // 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 + + + + +// TriggerTimesFileReader ttfr = new TriggerTimesFileReader(); +// List triggerTimes = ttfr.readTriggerTimes(triggerTimesFile, false); +// // Tag each trigger with "ON" or "OFF", assuming that the first trigger is an "ON" and that they alternate. +// List userActions = new ArrayList<>(); +// for (int i = 0; i < triggerTimes.size(); i++) { +// userActions.add(new UserAction(i % 2 == 0 ? Type.TOGGLE_ON : Type.TOGGLE_OFF, triggerTimes.get(i))); // } -// 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)); -// } -// } -// } +// TriggerTrafficExtractor tte = new TriggerTrafficExtractor(inputPcapFile, triggerTimes, deviceIp); +// final PcapDumper outputter = Pcaps.openDead(DataLinkType.EN10MB, 65536).dumpOpen(outputPcapFile); +// DnsMap dnsMap = new DnsMap(); +// TcpReassembler tcpReassembler = new TcpReassembler(); +// TrafficLabeler trafficLabeler = new TrafficLabeler(userActions); +// tte.performExtraction(pkt -> { +// try { +// outputter.dump(pkt); +// } catch (NotOpenException e) { +// e.printStackTrace(); // } -// } -// pwOn.close(); +// }, dnsMap, tcpReassembler, trafficLabeler); +// outputter.flush(); +// outputter.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)); -// } -// } -// } -// } +// if (tte.getPacketsIncludedCount() != trafficLabeler.getTotalPacketCount()) { +// // Sanity/debug check +// throw new AssertionError(String.format("mismatch between packet count in %s and %s", +// TriggerTrafficExtractor.class.getSimpleName(), TrafficLabeler.class.getSimpleName())); // } -// 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). +// +// // Extract all conversations present in the filtered trace. +// List allConversations = tcpReassembler.getTcpConversations(); +// // Group conversations by hostname. +// 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))); +// 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). +// final Map> pktSeqFreqsByHostname = new HashMap<>(); +// 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 +// 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); +// 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 +//// Map>> offs = new HashMap<>(); +//// userActionsToConvsByHostname.forEach((ua, hostnameToConvs) -> { +//// Map>> outer = ua.getType() == Type.TOGGLE_ON ? ons : offs; +//// hostnameToConvs.forEach((host, convs) -> { +//// Map> seqsToConvs = TcpConversationUtils. +//// groupConversationsByPacketSequence(convs, verbose); +//// outer.merge(host, seqsToConvs, (oldMap, newMap) -> { +//// newMap.forEach((sequence, cs) -> oldMap.merge(sequence, cs, (list1, list2) -> { +//// list1.addAll(list2); +//// return list1; +//// })); +//// return oldMap; +//// }); +//// }); +//// }); +//// +//// 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). +//// 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)); +//// // Perform clustering on conversation logged as part of all ON events. +////// DBSCANClusterer onClusterer = new DBSCANClusterer<>(10.0, 45); +//// DBSCANClusterer onClusterer = new DBSCANClusterer<>(2, 2); +//// //DBSCANClusterer onClusterer = new DBSCANClusterer<>(10.0, 10); +//// List> onClusters = onClusterer.cluster(onPairs); +//// // Perform clustering on conversation logged as part of all OFF events. +////// DBSCANClusterer offClusterer = new DBSCANClusterer<>(10.0, 45); +//// DBSCANClusterer offClusterer = new DBSCANClusterer<>(2, 2); +//// //DBSCANClusterer offClusterer = new DBSCANClusterer<>(10.0, 10); +//// 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>> ppListOfListReadOn = new ArrayList<>(); +//// 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); +//// } +//// } +//// // 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); +//// // 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); +//// PcapPacketUtils.printSignatures(ppListOfListListOn); +//// //count = 0; +//// /*for (List> ll : ppListOfListListOn) { +//// PrintUtils.serializeClustersIntoFile("./onSignature" + ++count + ".sig", ll); +//// ppListOfListReadOn.add(PrintUtils.deserializeClustersFromFile("./onSignature" + count + ".sig")); +//// }*/ +//// PrintUtils.serializeSignatureIntoFile("./onSignature.sig", ppListOfListListOn); +//// ppListOfListReadOn = PrintUtils.deserializeSignatureFromFile("./onSignature.sig"); +//// +//// System.out.println("========================================"); +//// System.out.println(" Clustering results for OFF "); +//// System.out.println(" Number of clusters: " + offClusters.size()); +//// count = 0; +//// List>> ppListOfListReadOff = new ArrayList<>(); +//// 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); +//// } +//// } +//// // 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); +//// // 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); +//// PcapPacketUtils.printSignatures(ppListOfListListOff); +//// //count = 0; +//// /*for (List> ll : ppListOfListListOff) { +//// PrintUtils.serializeClustersIntoFile("./offSignature" + ++count + ".sig", ll); +//// ppListOfListReadOff.add(PrintUtils.deserializeClustersFromFile("./offSignature" + count + ".sig")); +//// }*/ +//// PrintUtils.serializeSignatureIntoFile("./offSignature.sig", ppListOfListListOff); +//// ppListOfListReadOff = PrintUtils.deserializeSignatureFromFile("./offSignature.sig"); +//// 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 @@ -665,180 +790,58 @@ public class Main { // 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)); -// // Perform clustering on conversation logged as part of all ON events. -//// DBSCANClusterer onClusterer = new DBSCANClusterer<>(10.0, 45); -// DBSCANClusterer onClusterer = new DBSCANClusterer<>(2, 2); -// //DBSCANClusterer onClusterer = new DBSCANClusterer<>(10.0, 10); -// List> onClusters = onClusterer.cluster(onPairs); -// // Perform clustering on conversation logged as part of all OFF events. -//// DBSCANClusterer offClusterer = new DBSCANClusterer<>(10.0, 45); -// DBSCANClusterer offClusterer = new DBSCANClusterer<>(2, 2); -// //DBSCANClusterer offClusterer = new DBSCANClusterer<>(10.0, 10); -// 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>> ppListOfListReadOn = new ArrayList<>(); -// 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); -// } -// } -// // 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); -// // 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); -// PcapPacketUtils.printSignatures(ppListOfListListOn); -// //count = 0; -// /*for (List> ll : ppListOfListListOn) { -// PrintUtils.serializeClustersIntoFile("./onSignature" + ++count + ".sig", ll); -// ppListOfListReadOn.add(PrintUtils.deserializeClustersFromFile("./onSignature" + count + ".sig")); -// }*/ -// PrintUtils.serializeSignatureIntoFile("./onSignature.sig", ppListOfListListOn); -// ppListOfListReadOn = PrintUtils.deserializeSignatureFromFile("./onSignature.sig"); // -// System.out.println("========================================"); -// System.out.println(" Clustering results for OFF "); -// System.out.println(" Number of clusters: " + offClusters.size()); -// count = 0; -// List>> ppListOfListReadOff = new ArrayList<>(); -// 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); +// 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(); +// // ============================================================================================================ // } // } -// // 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); -// // 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); -// PcapPacketUtils.printSignatures(ppListOfListListOff); -// //count = 0; -// /*for (List> ll : ppListOfListListOff) { -// PrintUtils.serializeClustersIntoFile("./offSignature" + ++count + ".sig", ll); -// ppListOfListReadOff.add(PrintUtils.deserializeClustersFromFile("./offSignature" + count + ".sig")); -// }*/ -// PrintUtils.serializeSignatureIntoFile("./offSignature.sig", ppListOfListListOff); -// ppListOfListReadOff = PrintUtils.deserializeSignatureFromFile("./offSignature.sig"); -// 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(); - // ============================================================================================================ - } - } // // ================================================================================================ -- 2.34.1