SignatureDetector: get filenames from program arguments in order to make execution...
[pingpong.git] / Code / Projects / SmartPlugDetector / src / main / java / edu / uci / iotproject / detection / SignatureDetector.java
index a4fa733441e0c4de5b82d46d471e74741479276b..7becdd0a0d93a273a3db18a72a89b584209ff6b3 100644 (file)
@@ -11,11 +11,13 @@ import org.jgrapht.graph.SimpleDirectedWeightedGraph;
 import org.pcap4j.core.*;
 
 import java.time.Duration;
+import java.time.Instant;
 import java.time.ZoneId;
 import java.time.format.DateTimeFormatter;
 import java.time.format.FormatStyle;
 import java.util.*;
 import java.util.function.Consumer;
+import java.util.stream.Collectors;
 
 /**
  * Detects an event signature that spans one or multiple TCP connections.
@@ -27,17 +29,326 @@ public class SignatureDetector implements PacketListener, ClusterMatcher.Cluster
 
     // Test client
     public static void main(String[] args) throws PcapNativeException, NotOpenException {
-        //        String path = "/scratch/July-2018"; // Rahmadi
-        String path = "/Users/varmarken/temp/UCI IoT Project/experiments"; // Janus
-        final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3.wlan1.local.pcap";
-        final String onSignatureFile = path + "/2018-08/kwikset-doorlock/onSignature-Kwikset-Doorlock-phone.sig";
-        final String offSignatureFile = path + "/2018-08/kwikset-doorlock/offSignature-Kwikset-Doorlock-phone.sig";
+        if (args.length < 3) {
+            String errMsg = String.format("Usage: %s inputPcapFile onSignatureFile offSignatureFile",
+                    SignatureDetector.class.getSimpleName());
+            System.out.println(errMsg);
+            return;
+        }
+        final String inputPcapFile = args[0];
+        final String onSignatureFile = args[1];
+        final String offSignatureFile = args[2];
+
+//        String path = "/scratch/July-2018"; // Rahmadi
+//        String path = "/Users/varmarken/temp/UCI IoT Project/experiments"; // Janus
+//        String path = "/home/jvarmark/iot_project/datasets"; // Hera (server)
+//        String path = "/raid/varmarken/iot_project/datasets"; // Zeus (server)
+
+        // No activity test
+        //final String inputPcapFile = path + "/evaluation/no-activity/no-activity.wlan1.pcap";
+
+        // D-Link Siren experiment
+//        final String inputPcapFile = path + "/evaluation/dlink-siren/dlink-siren.data.wlan1.pcap";
+//        final String inputPcapFile = path + "/evaluation/dlink-siren/dlink-siren.eth0.local.pcap";
+        // D-Link Siren DEVICE signatures
+//        final String onSignatureFile = path + "/2018-08/dlink-siren/onSignature-DLink-Siren-device.sig";
+//        final String offSignatureFile = path + "/2018-08/dlink-siren/offSignature-DLink-Siren-device.sig";
+        // D-Link Siren PHONE signatures
+//        final String onSignatureFile = path + "/2018-08/dlink-siren/onSignature-DLink-Siren-phone.sig";
+//        final String offSignatureFile = path + "/2018-08/dlink-siren/offSignature-DLink-Siren-phone.sig";
+        // TODO: EXPERIMENT - November 19, 2018
+        // Hue Bulb experiment
+//        final String inputPcapFile = path + "/2018-08/hue-bulb/hue-bulb.wlan1.local.pcap";
+        // Hue Bulb PHONE signatures
+//        final String onSignatureFile = path + "/experimental_result/standalone/hue-bulb/signatures/hue-bulb-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/experimental_result/standalone/hue-bulb/signatures/hue-bulb-offSignature-phone-side.sig";
+
+        /*
+        // Kwikset Doorlock Sep 12 experiment
+//        final String inputPcapFile = path + "/evaluation/kwikset-doorlock/kwikset-doorlock.data.wlan1.pcap";
+        final String inputPcapFile = path + "/evaluation/kwikset-doorlock/kwikset-doorlock.data.eth0.pcap";
+//        // Kwikset Doorlock PHONE signatures
+        final String onSignatureFile = path + "/2018-08/kwikset-doorlock/onSignature-Kwikset-Doorlock-phone-new.sig";
+        final String offSignatureFile = path + "/2018-08/kwikset-doorlock/offSignature-Kwikset-Doorlock-phone-new.sig";
+        */
+
+        // D-Link Plug experiment
+        //final String inputPcapFile = path + "/evaluation/dlink/dlink-plug.data.wlan1.pcap";
+//        final String inputPcapFile = path + "/evaluation/dlink/dlink-plug.data.eth0.pcap";
+
+        // D-Link Plug DEVICE signatures
+//        final String onSignatureFile = path + "/2018-07/dlink/onSignature-DLink-Plug-device.sig";
+//        final String offSignatureFile = path + "/2018-07/dlink/offSignature-DLink-Plug-device.sig";
+        // D-Link Plug PHONE signatures
+//        final String onSignatureFile = path + "/2018-07/dlink/onSignature-DLink-Plug-phone.sig";
+//        final String offSignatureFile = path + "/2018-07/dlink/offSignature-DLink-Plug-phone.sig";
+
+        // TODO: The following are negative tests against the PCAP file from UNSW
+//                final String inputPcapFile = path + "/UNSW/16-09-28.pcap"; // TODO: Seems to be broken!
+//                final String inputPcapFile = path + "/UNSW/16-10-02.pcap"; // TODO: Seems to be broken!
+//                final String inputPcapFile = path + "/UNSW/16-10-03.pcap"; // TODO: Seems to be broken!
+//                final String inputPcapFile = path + "/UNSW/16-10-04.pcap"; // TODO: Seems to be broken!
+//                final String inputPcapFile = path + "/UNSW/16-10-07.pcap"; // TODO: Seems to be broken!
+//                final String inputPcapFile = path + "/UNSW/16-10-08.pcap"; // TODO: Seems to be broken!
+//                final String inputPcapFile = path + "/UNSW/16-10-09.pcap"; // TODO: Seems to be broken!
+//                final String inputPcapFile = path + "/UNSW/16-10-10.pcap"; // TODO: Seems to be broken!
+//                final String inputPcapFile = path + "/UNSW/16-10-11.pcap"; // TODO: Seems to be broken!
+
+//        final String inputPcapFile = path + "/UNSW/16-09-23.pcap";
+//        final String inputPcapFile = path + "/UNSW/16-09-24.pcap";
+//        final String inputPcapFile = path + "/UNSW/16-09-25.pcap";
+//        final String inputPcapFile = path + "/UNSW/16-09-26.pcap";
+//        final String inputPcapFile = path + "/UNSW/16-09-27.pcap";
+//        final String inputPcapFile = path + "/UNSW/16-09-29.pcap";
+//        final String inputPcapFile = path + "/UNSW/16-10-01.pcap";
+//        final String inputPcapFile = path + "/UNSW/16-10-06.pcap";
+        // Negative test: dataset from UNB
+//        final String inputPcapFile = path + "/evaluation/negative-datasets/UNB/Monday-WorkingHours_one-local-endpoint.pcap";
+
+        // TODO: The following one is very long!!!
+//        final String inputPcapFile = path + "/UNSW/16-10-12.pcap";
+
+        // TODO: The following are tests for signatures against training data
+
+        // D-Link Plug experiment
+//        final String inputPcapFile = path + "/training/dlink-plug/wlan1/dlink-plug.wlan1.local.pcap";
+        // D-Link Plug DEVICE signatures
+//        final String onSignatureFile = path + "/training/dlink-plug/signatures/dlink-plug-onSignature-device-side.sig";
+//        final String offSignatureFile = path + "/training/dlink-plug/signatures/dlink-plug-offSignature-device-side.sig";
+        // D-Link Plug PHONE signatures
+//        final String onSignatureFile = path + "/training/dlink-plug/signatures/dlink-plug-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/dlink-plug/signatures/dlink-plug-offSignature-phone-side.sig";
+
+        // TODO: EXPERIMENT - November 7, 2018
+        // D-Link Plug experiment
+        //final String inputPcapFile = path + "/experimental_result/standalone/dlink-plug/wlan1/dlink-plug.wlan1.local.pcap";
+        //final String inputPcapFile = path + "/experimental_result/smarthome/dlink-plug/wlan1/dlink-plug.wlan1.detection.pcap";
+        //final String inputPcapFile = path + "/experimental_result/smarthome/dlink-plug/eth0/dlink-plug.eth0.detection.pcap";
+        // D-Link Plug DEVICE signatures
+//        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";
+        // D-Link Plug PHONE signatures
+        //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";
+
+        // TODO: EXPERIMENT - November 9, 2018
+        // D-Link Siren experiment
+        //final String inputPcapFile = path + "/experimental_result/standalone/dlink-siren/wlan1/dlink-siren.wlan1.local.pcap";
+        //final String inputPcapFile = path + "/experimental_result/smarthome/dlink-siren/wlan1/dlink-siren.wlan1.detection.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/dlink-siren/eth0/dlink-siren.eth0.detection.pcap";
+        // D-Link Siren DEVICE signatures
+        // TODO: The device signature does not have pairs---only one packet which is 216, so we don't consider this as a signature
+//        final String onSignatureFile = path + "/experimental_result/standalone/dlink-siren/signatures/dlink-siren-onSignature-device-side.sig";
+//        final String offSignatureFile = path + "/experimental_result/standalone/dlink-siren/signatures/dlink-siren-offSignature-device-side.sig";
+        // D-Link Siren PHONE signatures
+//        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";
+//        final String onSignatureFile = path + "/training/signatures/dlink-siren/dlink-siren-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/signatures/dlink-siren/dlink-siren-offSignature-phone-side.sig";
+
+        // TP-Link Plug experiment
+        //final String inputPcapFile = path + "/training/tplink-plug/wlan1/tplink-plug.wlan1.local.pcap";
+        // TP-Link Plug DEVICE signatures
+        //final String onSignatureFile = path + "/training/tplink-plug/signatures/tplink-plug-onSignature-device-side.sig";
+        //final String offSignatureFile = path + "/training/tplink-plug/signatures/tplink-plug-offSignature-device-side.sig";
+        // TODO: EXPERIMENT - November 8, 2018
+        // TP-Link Plug experiment
+//        final String inputPcapFile = path + "/experimental_result/standalone/tplink-plug/wlan1/tplink-plug.wlan1.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/standalone/tplink-plug/eth0/tplink-plug.eth0.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/tplink-plug/wlan1/tplink-plug.wlan1.detection.pcap";
+        //final String inputPcapFile = path + "/experimental_result/smarthome/tplink-plug/eth0/tplink-plug.eth0.detection.pcap";
+        // TP-Link Plug DEVICE signatures
+//        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";
+//        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";
+        // TP-Link Plug PHONE signatures
+//        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";
+
+        // Arlo camera experiment
+//        final String inputPcapFile = path + "/training/arlo-camera/wlan1/arlo-camera.wlan1.local.pcap";
+////        // TP-Link Plug DEVICE signatures
+//        final String onSignatureFile = path + "/training/arlo-camera/signatures/arlo-camera-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/arlo-camera/signatures/arlo-camera-offSignature-phone-side.sig";
+        // TODO: EXPERIMENT - November 13, 2018
+        // Arlo Camera experiment
+//        final String inputPcapFile = path + "/experimental_result/standalone/arlo-camera/wlan1/arlo-camera.wlan1.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/standalone/arlo-camera/eth0/arlo-camera.eth0.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/arlo-camera/wlan1/arlo-camera.wlan1.detection.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/arlo-camera/eth0/arlo-camera.eth0.detection.pcap";
+//        final String inputPcapFile = path + "/training/arlo-camera/eth0/arlo-camera.eth0.local.pcap";
+        // Arlo Camera PHONE signatures
+//        final String onSignatureFile = path + "/experimental_result/standalone/arlo-camera/signatures/arlo-camera-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/experimental_result/standalone/arlo-camera/signatures/arlo-camera-offSignature-phone-side.sig";
+
+        // Amazon Alexa experiment
+//        final String inputPcapFile = path + "/training/amazon-alexa/wlan1/alexa2.wlan1.local.pcap";
+//        // TP-Link Plug DEVICE signatures
+//        final String onSignatureFile = path + "/training/amazon-alexa/signatures/amazon-alexa-onSignature-device-side.sig";
+//        final String offSignatureFile = path + "/training/amazon-alexa/signatures/amazon-alexa-offSignature-device-side.sig";
+
+        // SmartThings Plug experiment
+//        final String inputPcapFile = path + "/training/st-plug/wlan1/st-plug.wlan1.local.pcap";
+//        // SmartThings Plug DEVICE signatures
+//        //final String onSignatureFile = path + "/training/st-plug/signatures/st-plug-onSignature-device-side.sig";
+//        //final String offSignatureFile = path + "/training/st-plug/signatures/st-plug-offSignature-device-side.sig";
+//        // SmartThings Plug PHONE signatures
+//        final String onSignatureFile = path + "/training/st-plug/signatures/st-plug-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/st-plug/signatures/st-plug-offSignature-phone-side.sig";
+        // TODO: EXPERIMENT - November 12, 2018
+        // SmartThings Plug experiment
+//        final String inputPcapFile = path + "/experimental_result/standalone/st-plug/wlan1/st-plug.wlan1.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/standalone/st-plug/eth0/st-plug.eth0.local.pcap";
+//        //final String inputPcapFile = path + "/experimental_result/smarthome/st-plug/wlan1/st-plug.wlan1.detection.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/st-plug/eth0/st-plug.eth0.detection.pcap";
+//        // SmartThings Plug PHONE signatures
+//        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";
+//        final String onSignatureFile = path + "/training/signatures/st-plug/st-plug-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/signatures/st-plug/st-plug-offSignature-phone-side.sig";
+
+        // LiFX Bulb experiment
+//        final String inputPcapFile = path + "/training/lifx-bulb/wlan1/lifx-bulb.wlan1.local.pcap";
+//        // LiFX Bulb DEVICE signatures
+//        final String onSignatureFile = path + "/training/lifx-bulb/signatures/lifx-bulb-onSignature-device-side.sig";
+//        final String offSignatureFile = path + "/training/lifx-bulb/signatures/lifx-bulb-offSignature-device-side.sig";
+        // LiFX Bulb PHONE signatures
+//        final String onSignatureFile = path + "/training/lifx-bulb/signatures/lifx-bulb-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/lifx-bulb/signatures/lifx-bulb-offSignature-phone-side.sig";
+
+
+        /*
+        // Blossom Sprinkler experiment
+        //final String inputPcapFile = path + "/training/blossom-sprinkler/wlan1/blossom-sprinkler.wlan1.local.pcap";
+        final String inputPcapFile = path + "/training/blossom-sprinkler/eth0/blossom-sprinkler.eth0.local.pcap";
+        // Blossom Sprinkler DEVICE signatures
+        final String onSignatureFile = path + "/training/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-device-side.sig";
+        final String offSignatureFile = path + "/training/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-device-side.sig";
+        */
+
+        // Nest Thermostat experiment
+//        final String inputPcapFile = path + "/training/nest-thermostat/wlan1/nest-thermostat.wlan1.local.pcap";
+//        // Nest Thermostat DEVICE signatures
+////        final String onSignatureFile = path + "/training/nest-thermostat/signatures/nest-thermostat-onSignature-device-side.sig";
+////        final String offSignatureFile = path + "/training/nest-thermostat/signatures/nest-thermostat-offSignature-device-side.sig";
+//        // Nest Thermostat PHONE signatures
+//        final String onSignatureFile = path + "/training/nest-thermostat/signatures/nest-thermostat-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/nest-thermostat/signatures/nest-thermostat-offSignature-phone-side.sig";
+        // TODO: EXPERIMENT - November 15, 2018
+        // Nest Thermostat experiment
+//        final String inputPcapFile = path + "/experimental_result/standalone/nest-thermostat/wlan1/nest-thermostat.wlan1.local.pcap";
+////        final String inputPcapFile = path + "/experimental_result/standalone/nest-thermostat/eth0/nest-thermostat.eth0.local.pcap";
+////        final String inputPcapFile = path + "/experimental_result/smarthome/nest-thermostat/wlan1/nest-thermostat.wlan1.detection.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/nest-thermostat/eth0/nest-thermostat.eth0.detection.pcap";
+////        // Nest Thermostat PHONE signatures
+//        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";
+
+        /*
+        // Hue Bulb experiment
+        final String inputPcapFile = path + "/training/hue-bulb/wlan1/hue-bulb.wlan1.local.pcap";
+        // Hue Bulb PHONE signatures
+        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";
+        */
+
+
+        // TP-Link Bulb experiment
+//        final String inputPcapFile = path + "/training/tplink-bulb/wlan1/tplink-bulb.wlan1.local.pcap";
+//        // TP-Link Bulb PHONE signatures
+//        final String onSignatureFile = path + "/training/tplink-bulb/signatures/tplink-bulb-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/tplink-bulb/signatures/tplink-bulb-offSignature-phone-side.sig";
+        // TODO: EXPERIMENT - November 16, 2018
+        // TP-Link Bulb experiment
+//        final String inputPcapFile = path + "/experimental_result/standalone/tplink-bulb/wlan1/tplink-bulb.wlan1.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/standalone/tplink-bulb/eth0/tplink-bulb.eth0.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/tplink-bulb/wlan1/tplink-bulb.wlan1.detection.pcap";
+////        final String inputPcapFile = path + "/experimental_result/smarthome/tplink-bulb/eth0/tplink-bulb.eth0.detection.pcap";
+//        // TP-Link Bulb PHONE signatures
+//        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";
+
+        /*
+        // WeMo Plug experiment
+        final String inputPcapFile = path + "/training/wemo-plug/wlan1/wemo-plug.wlan1.local.pcap";
+        // WeMo Plug PHONE signatures
+        final String onSignatureFile = path + "/training/wemo-plug/signatures/wemo-plug-onSignature-device-side.sig";
+        final String offSignatureFile = path + "/training/wemo-plug/signatures/wemo-plug-offSignature-device-side.sig";
+        */
+        // TODO: EXPERIMENT - November 20, 2018
+        // WeMo Plug experiment
+//        final String inputPcapFile = path + "/experimental_result/standalone/wemo-plug/wlan1/wemo-plug.wlan1.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/standalone/wemo-plug/eth0/wemo-plug.eth0.local.pcap";
+        // TODO: WE HAVE 4 ADDITIONAL EVENTS (TRIGGERED MANUALLY), SO WE JUST IGNORE THEM BECAUSE THEY HAPPENED BEFORE
+        // TODO: THE ACTUAL TRIGGERS
+//        final String inputPcapFile = path + "/experimental_result/smarthome/wemo-plug/wlan1/wemo-plug.wlan1.detection.pcap";
+////        final String inputPcapFile = path + "/experimental_result/smarthome/wemo-plug/eth0/wemo-plug.eth0.detection.pcap";
+//        // WeMo Plug PHONE signatures
+//        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 experiment
+        final String inputPcapFile = path + "/training/wemo-insight-plug/wlan1/wemo-insight-plug.wlan1.local.pcap";
+        // WeMo Insight Plug PHONE signatures
+        final String onSignatureFile = path + "/training/wemo-insight-plug/signatures/wemo-insight-plug-onSignature-device-side.sig";
+        final String offSignatureFile = path + "/training/wemo-insight-plug/signatures/wemo-insight-plug-offSignature-device-side.sig";
+        */
+        // TODO: EXPERIMENT - November 21, 2018
+        // WeMo Insight Plug experiment
+//        final String inputPcapFile = path + "/experimental_result/standalone/wemo-insight-plug/wlan1/wemo-insight-plug.wlan1.local.pcap";
+//        final String inputPcapFile = path + "/experimental_result/standalone/wemo-insight-plug/eth0/wemo-insight-plug.eth0.local.pcap";
+        // TODO: WE HAVE 1 ADDITIONAL EVENT (FROM WEMO PLUG)
+//        final String inputPcapFile = path + "/experimental_result/smarthome/wemo-insight-plug/wlan1/wemo-insight-plug.wlan1.detection.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/wemo-insight-plug/eth0/wemo-insight-plug.eth0.detection.pcap";
+        // WeMo Insight Plug PHONE signatures
+//        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";
+
+
+        // Kwikset Doorlock Sep 12 experiment
+//        final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3.wlan1.local.pcap";
+//        // Kwikset Doorlock PHONE signatures
+//        final String onSignatureFile = path + "/2018-08/kwikset-doorlock/onSignature-Kwikset-Doorlock-phone.sig";
+//        final String offSignatureFile = path + "/2018-08/kwikset-doorlock/offSignature-Kwikset-Doorlock-phone.sig";
+        // TODO: EXPERIMENT - November 10, 2018
+        // Kwikset Door lock experiment
+//        final String inputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/wlan1/kwikset-doorlock.wlan1.local.pcap";
+//        //final String inputPcapFile = path + "/experimental_result/smarthome/kwikset-doorlock/wlan1/kwikset-doorlock.wlan1.detection.pcap";
+//        final String inputPcapFile = path + "/experimental_result/smarthome/kwikset-doorlock/eth0/kwikset-doorlock.eth0.detection.pcap";
+////        // Kwikset Door lock PHONE signatures
+//        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";
+//        final String onSignatureFile = path + "/training/signatures/kwikset-doorlock/kwikset-doorlock-onSignature-phone-side.sig";
+//        final String offSignatureFile = path + "/training/signatures/kwikset-doorlock/kwikset-doorlock-offSignature-phone-side.sig";
+
+
+
+        // D-Link Siren experiment
+//        final String inputPcapFile = path + "/2018-08/dlink-siren/dlink-siren.wlan1.local.pcap";
+        // D-Link Siren DEVICE signatures
+        //final String onSignatureFile = path + "/2018-08/dlink-siren/onSignature-DLink-Siren-device.sig";
+        //final String offSignatureFile = path + "/2018-08/dlink-siren/offSignature-DLink-Siren-device.sig";
+        // D-Link Siren PHONE signatures
+//        final String onSignatureFile = path + "/2018-08/dlink-siren/onSignature-DLink-Siren-phone.sig";
+//        final String offSignatureFile = path + "/2018-08/dlink-siren/offSignature-DLink-Siren-phone.sig";
+
+
+        // Output file names used (to make it easy to catch if one forgets to change them)
+        System.out.println("ON signature file in use is " + onSignatureFile);
+        System.out.println("OFF signature file in use is " + offSignatureFile);
+        System.out.println("PCAP file that is the target of detection is " + inputPcapFile);
 
         List<List<List<PcapPacket>>> onSignature = PrintUtils.deserializeSignatureFromFile(onSignatureFile);
         List<List<List<PcapPacket>>> offSignature = PrintUtils.deserializeSignatureFromFile(offSignatureFile);
 
+        // LAN
         SignatureDetector onDetector = new SignatureDetector(onSignature, null);
         SignatureDetector offDetector = new SignatureDetector(offSignature, null);
+        // WAN
+//        SignatureDetector onDetector = new SignatureDetector(onSignature, "128.195.205.105");
+//        SignatureDetector offDetector = new SignatureDetector(offSignature, "128.195.205.105");
 
         final DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofLocalizedDateTime(FormatStyle.MEDIUM).
                 withLocale(Locale.US).withZone(ZoneId.of("America/Los_Angeles"));
@@ -55,8 +366,10 @@ public class SignatureDetector implements PacketListener, ClusterMatcher.Cluster
                 default:
                     throw new AssertionError("unhandled event type");
             }
-            String output = String.format("[ !!! %s SIGNATURE DETECTED at %s !!! ]",
-                    eventDescription, dateTimeFormatter.format(ua.getTimestamp()));
+            //String output = String.format("[ !!! %s SIGNATURE DETECTED at %s !!! ]",
+            //      eventDescription, dateTimeFormatter.format(ua.getTimestamp()));
+            String output = String.format("%s",
+                    dateTimeFormatter.format(ua.getTimestamp()));
             System.out.println(output);
         };
 
@@ -87,8 +400,19 @@ public class SignatureDetector implements PacketListener, ClusterMatcher.Cluster
         // Sort the list of detected events by timestamp to make it easier to compare it line-by-line with the trigger
         // times file.
         Collections.sort(detectedEvents, Comparator.comparing(UserAction::getTimestamp));
+
         // Output the detected events
         detectedEvents.forEach(outputter);
+
+        System.out.println("Number of detected events of type " + UserAction.Type.TOGGLE_ON + ": " +
+                detectedEvents.stream().filter(ua -> ua.getType() == UserAction.Type.TOGGLE_ON).count());
+        System.out.println("Number of detected events of type " + UserAction.Type.TOGGLE_OFF + ": " +
+                detectedEvents.stream().filter(ua -> ua.getType() == UserAction.Type.TOGGLE_OFF).count());
+
+
+        // TODO: Temporary clean up until we clean the pipeline
+//        List<UserAction> cleanedDetectedEvents = SignatureDetector.removeDuplicates(detectedEvents);
+//        cleanedDetectedEvents.forEach(outputter);
     }
 
     /**
@@ -117,6 +441,31 @@ public class SignatureDetector implements PacketListener, ClusterMatcher.Cluster
 
     private final List<SignatureDetectionObserver> mObservers = new ArrayList<>();
 
+    /**
+     * Remove duplicates in {@code List} of {@code UserAction} objects. We need to clean this up for user actions
+     * that appear multiple times.
+     * TODO: This static method is probably just for temporary and we could get rid of this after we clean up
+     * TODO:    the pipeline
+     *
+     * @param listUserAction A {@link List} of {@code UserAction}.
+     *
+     */
+    public static List<UserAction> removeDuplicates(List<UserAction> listUserAction) {
+
+        // Iterate and check for duplicates (check timestamps)
+        Set<Long> epochSecondSet = new HashSet<>();
+        // Create a target list for cleaned up list
+        List<UserAction> listUserActionClean = new ArrayList<>();
+        for(UserAction userAction : listUserAction) {
+            // Don't insert if any duplicate is found
+            if(!epochSecondSet.contains(userAction.getTimestamp().getEpochSecond())) {
+                listUserActionClean.add(userAction);
+                epochSecondSet.add(userAction.getTimestamp().getEpochSecond());
+            }
+        }
+        return listUserActionClean;
+    }
+
     public SignatureDetector(List<List<List<PcapPacket>>> searchedSignature, String routerWanIp) {
         // note: doesn't protect inner lists from changes :'(
         mSignature = Collections.unmodifiableList(searchedSignature);