X-Git-Url: http://plrg.eecs.uci.edu/git/?p=pingpong.git;a=blobdiff_plain;f=Code%2FProjects%2FSmartPlugDetector%2Fsrc%2Fmain%2Fjava%2Fedu%2Fuci%2Fiotproject%2FMain.java;h=820ade09681136e5d76e28f49b9780b15d97de21;hp=78676e8c828fc0080d11ed68e77e9effab5de58d;hb=c059f6f40bd60500aa73f7f0bdae6948cb32e83a;hpb=f2d68ea45966e9905b3d0eb5c6958dd730f6c4f1 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 78676e8..820ade0 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 @@ -49,16 +49,38 @@ public class Main { final String offPairsPath = "/scratch/July-2018/off.txt"; // 1) D-Link July 26 experiment - final String inputPcapFile = path + "/2018-07/dlink/dlink.wlan1.local.pcap"; - final String outputPcapFile = path + "/2018-07/dlink/dlink-processed.pcap"; - final String triggerTimesFile = path + "/2018-07/dlink/dlink-july-26-2018.timestamps"; - final String deviceIp = "192.168.1.246"; // .246 == phone; .199 == dlink plug? +// final String inputPcapFile = path + "/2018-07/dlink/dlink.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-07/dlink/dlink-processed.pcap"; +// final String triggerTimesFile = path + "/2018-07/dlink/dlink-july-26-2018.timestamps"; +// final String deviceIp = "192.168.1.199"; // .246 == phone; .199 == dlink plug? + // Actual training +// final String inputPcapFile = path + "/2018-10/dlink-plug/dlink-plug.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-10/dlink-plug/dlink-plug-processed.pcap"; +// final String triggerTimesFile = path + "/2018-10/dlink-plug/dlink-plug-oct-17-2018.timestamps"; +// final String deviceIp = "192.168.1.199"; // .246 == phone; .199 == dlink plug? + // TODO: EXPERIMENT - November 7, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/dlink-plug/wlan1/dlink-plug.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/dlink-plug/wlan1/dlink-plug-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/dlink-plug/timestamps/dlink-plug-nov-7-2018.timestamps"; +// //final String deviceIp = "192.168.1.199"; // .246 == phone; .199 == dlink plug? +// final String deviceIp = "192.168.1.246"; // .246 == phone; .199 == dlink plug? // 2) TP-Link July 25 experiment // final String inputPcapFile = path + "/2018-07/tplink/tplink.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-07/tplink/tplink-processed.pcap"; // final String triggerTimesFile = path + "/2018-07/tplink/tplink-july-25-2018.timestamps"; // final String deviceIp = "192.168.1.159"; + // Actual training +// final String inputPcapFile = path + "/2018-10/tplink-plug/tplink-plug.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-10/tplink-plug/tplink-plug-processed.pcap"; +// final String triggerTimesFile = path + "/2018-10/tplink-plug/tplink-plug-oct-17-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .159 == tplink plug + // TODO: EXPERIMENT - November 8, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/tplink-plug/wlan1/tplink-plug.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/tplink-plug/wlan1/tplink-plug-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/tplink-plug/timestamps/tplink-plug-nov-8-2018.timestamps"; +// final String deviceIp = "192.168.1.159"; // .246 == phone; .159 == tplink plug +//// final String deviceIp = "192.168.1.246"; // .246 == phone; .159 == tplink plug // 2b) TP-Link July 25 experiment TRUNCATED: // Only contains "true local" events, i.e., before the behavior changes to remote-like behavior. @@ -72,13 +94,26 @@ public class Main { // final String inputPcapFile = path + "/2018-07/stplug/stplug.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-07/stplug/stplug-processed.pcap"; // final String triggerTimesFile = path + "/2018-07/stplug/smartthings-july-25-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) + // October 18 +// final String inputPcapFile = path + "/2018-10/st-plug/st-plug.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-10/st-plug/st-plug-processed.pcap"; +// final String triggerTimesFile = path + "/2018-10/st-plug/st-plug-oct-18-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) + // TODO: EXPERIMENT - November 12, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/st-plug/wlan1/st-plug.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/st-plug/wlan1/st-plug-processed.pcap"; +//// final String inputPcapFile = path + "/experimental_result/standalone/st-plug/eth1/st-plug.eth1.local.pcap"; +//// final String outputPcapFile = path + "/experimental_result/standalone/st-plug/eth1/st-plug-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/st-plug/timestamps/st-plug-nov-12-2018.timestamps"; +//// final String deviceIp = "192.168.1.142"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) // final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) // 4) Wemo July 30 experiment // final String inputPcapFile = path + "/2018-07/wemo/wemo.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-07/wemo/wemo-processed.pcap"; // final String triggerTimesFile = path + "/2018-07/wemo/wemo-july-30-2018.timestamps"; -// final String deviceIp = "192.168.1.145"; +// final String deviceIp = "192.168.1.145"; // .246 == phone; .145 == WeMo // 5) Wemo Insight July 31 experiment // final String inputPcapFile = path + "/2018-07/wemoinsight/wemoinsight.wlan1.local.pcap"; @@ -90,32 +125,65 @@ public class Main { // final String inputPcapFile = path + "/2018-08/tplink-bulb/tplinkbulb.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-08/tplink-bulb/tplinkbulb-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/tplink-bulb/tplink-bulb-aug-3-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == TP-Link bulb + // TODO: EXPERIMENT - November 16, 2018 + final String inputPcapFile = path + "/experimental_result/standalone/tplink-bulb/wlan1/tplink-bulb.wlan1.local.pcap"; + final String outputPcapFile = path + "/experimental_result/standalone/tplink-bulb/wlan1/tplink-bulb-processed.pcap"; +// final String inputPcapFile = path + "/experimental_result/standalone/tplink-bulb/eth0/tplink-bulb.eth1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/tplink-bulb/eth0/tplink-bulb-processed.pcap"; + final String triggerTimesFile = path + "/experimental_result/standalone/tplink-bulb/timestamps/tplink-bulb-nov-16-2018.timestamps"; // final String deviceIp = "192.168.1.140"; // .246 == phone; .140 == TP-Link bulb + final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == TP-Link bulb // 7) Kwikset Doorlock August 6 experiment -// final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock.wlan1.local.pcap"; +// final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock.data.wlan1.pcap"; +//// final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-aug-6-2018.timestamps"; +//// final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-aug-6-2018.timestamps"; +// final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-8hr-data-oct-11-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) + // TODO: EXPERIMENT - November 10, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/wlan1/kwikset-doorlock.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/wlan1/kwikset-doorlock-processed.pcap"; +//// final String inputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/eth1/kwikset-doorlock.eth1.local.pcap"; +//// final String outputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/eth1/kwikset-doorlock-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/kwikset-doorlock/timestamps/kwikset-doorlock-nov-10-2018.timestamps"; +//// final String deviceIp = "192.168.1.142"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) // final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) // September 12, 2018 - includes both wlan1 and eth1 interfaces - //final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3.wlan1.local.pcap"; -// final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3.eth1.local.pcap"; +// final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3.wlan1.local.pcap"; +// //final String inputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3.eth1.local.pcap"; // final String outputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset3-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-sept-12-2018.timestamps"; -// final String deviceIp = "192.168.1.142"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) +// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) // 8) Hue Bulb August 7 experiment // final String inputPcapFile = path + "/2018-08/hue-bulb/hue-bulb.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-08/hue-bulb/hue-bulb-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/hue-bulb/hue-bulb-aug-7-2018.timestamps"; // final String deviceIp = "192.168.1.246"; + // October 30 experiment +// final String inputPcapFile = path + "/2018-10/hue-bulb/hue-bulb.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-10/hue-bulb/hue-bulb-processed.pcap"; +// final String triggerTimesFile = path + "/2018-10/hue-bulb/hue-bulb-oct-30-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .100 == Hue hub // 9) Lifx Bulb August 8 experiment // final String inputPcapFile = path + "/2018-08/lifx-bulb/lifx-bulb.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-08/lifx-bulb/lifx-bulb-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/lifx-bulb/lifx-bulb-aug-8-2018.timestamps"; // final String deviceIp = "192.168.1.246"; // .246 == phone; .231 == Lifx + // October 18 +// final String inputPcapFile = path + "/2018-10/lifx-bulb/lifx-bulb.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-10/lifx-bulb/lifx-bulb-processed.pcap"; +// final String triggerTimesFile = path + "/2018-10/lifx-bulb/lifx-bulb-oct-18-2018.timestamps"; +// final String deviceIp = "192.168.1.231"; // .246 == phone; .231 == Lifx + // November 1 +// final String inputPcapFile = path + "/2018-10/lifx-bulb/lifx-bulb.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-10/lifx-bulb/lifx-bulb-processed.pcap"; +// final String triggerTimesFile = path + "/2018-10/lifx-bulb/lifx-bulb-nov-1-2018.timestamps"; +// final String deviceIp = "192.168.1.231"; // .246 == phone; .231 == Lifx // 10) Amcrest Camera August 9 experiment // final String inputPcapFile = path + "/2018-08/amcrest-camera/amcrest-camera.wlan1.local.pcap"; @@ -127,24 +195,54 @@ public class Main { // final String inputPcapFile = path + "/2018-08/arlo-camera/arlo-camera.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-08/arlo-camera/arlo-camera-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/arlo-camera/arlo-camera-aug-10-2018.timestamps"; -// final String deviceIp = "192.168.1.140"; // .246 == phone; .140 == camera +// final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == camera + // TODO: EXPERIMENT - November 13, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/arlo-camera/wlan1/arlo-camera.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/arlo-camera/wlan1/arlo-camera-processed.pcap"; +//// final String inputPcapFile = path + "/experimental_result/standalone/arlo-camera/eth0/arlo-camera.eth1.local.pcap"; +//// final String outputPcapFile = path + "/experimental_result/standalone/arlo-camera/eth0/arlo-camera-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/arlo-camera/timestamps/arlo-camera-nov-13-2018.timestamps"; +//// final String deviceIp = "192.168.1.140"; // .246 == phone; .140 == camera +// final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == camera // 12) Blossom sprinkler August 13 experiment // final String inputPcapFile = path + "/2018-08/blossom/blossom.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-08/blossom/blossom-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/blossom/blossom-aug-13-2018.timestamps"; -// final String deviceIp = "192.168.1.246"; // .246 == phone; .229 == sprinkler +// final String deviceIp = "192.168.1.229"; // .246 == phone; .229 == sprinkler + // 2 November +// final String inputPcapFile = path + "/2018-10/blossom-sprinkler/blossom-sprinkler.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-10/blossom-sprinkler/blossom-sprinkler-processed.pcap"; +// final String triggerTimesFile = path + "/2018-10/blossom-sprinkler/blossom-sprinkler-nov-2-2018.timestamps"; +// final String deviceIp = "192.168.1.229"; // .246 == phone; .229 == sprinkler // // 13) DLink siren August 14 experiment // final String inputPcapFile = path + "/2018-08/dlink-siren/dlink-siren.wlan1.local.pcap"; +// //final String inputPcapFile = path + "/evaluation/dlink-siren/dlink-siren.data.wlan1.pcap"; // final String outputPcapFile = path + "/2018-08/dlink-siren/dlink-siren-processed.pcap"; -// final String triggerTimesFile = path + "/2018-08/dlink-siren/dlink-siren-aug-14-2018.timestamps"; +// final String triggerTimesFile = path + "/2018-08/dlink-siren/dlink-siren-oct-12-2018.timestamps"; +// //final String triggerTimesFile = path + "/2018-08/dlink-siren/dlink-siren-aug-14-2018.timestamps"; +// //final String triggerTimesFile = path + "/actual/timestamps/dlink-siren-8hr-data-oct-10-2018.timestamps"; // final String deviceIp = "192.168.1.246"; // .246 == phone; .183 == siren + // TODO: EXPERIMENT - November 9, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/dlink-siren/wlan1/dlink-siren.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/dlink-siren/wlan1/dlink-siren-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/dlink-siren/timestamps/dlink-siren-nov-9-2018.timestamps"; +// final String deviceIp = "192.168.1.183"; // .246 == phone; .183 == siren +//// final String deviceIp = "192.168.1.246"; // .246 == phone; .183 == siren // 14) Nest thermostat August 15 experiment // final String inputPcapFile = path + "/2018-08/nest/nest.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-08/nest/nest-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/nest/nest-aug-15-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .127 == Nest thermostat + // TODO: EXPERIMENT - November 14, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/nest-thermostat/wlan1/nest-thermostat.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/nest-thermostat/wlan1/nest-thermostat-processed.pcap"; +//// final String inputPcapFile = path + "/experimental_result/standalone/nest-thermostat/eth0/nest-thermostat.eth1.local.pcap"; +//// final String outputPcapFile = path + "/experimental_result/standalone/nest-thermostat/eth0/nest-thermostat-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/nest-thermostat/timestamps/nest-thermostat-nov-15-2018.timestamps"; +//// final String deviceIp = "192.168.1.127"; // .246 == phone; .127 == Nest thermostat // final String deviceIp = "192.168.1.246"; // .246 == phone; .127 == Nest thermostat // 15) Alexa August 16 experiment @@ -163,6 +261,16 @@ public class Main { // final String outputPcapFile = path + "/2018-08/noise/noise-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/noise/noise-sept-17-2018.timestamps"; // final String deviceIp = "192.168.1.142"; // .142 == SmartThings Hub; .199 == dlink plug; .183 == siren + // September 26 - D-Link noise +// final String inputPcapFile = path + "/2018-08/noise/noise.dlink.wlan1.pcap"; +// final String outputPcapFile = path + "/2018-08/noise/noise-processed.pcap"; +// final String triggerTimesFile = path + "/2018-08/noise/dlink-noise-sept-26-2018.timestamps"; +// final String deviceIp = "192.168.1.183"; // .199 == dlink plug; .183 == siren + // September 27 - Kwikset noise +// final String inputPcapFile = path + "/2018-08/noise/noise.kwikset.eth1.pcap"; +// final String outputPcapFile = path + "/2018-08/noise/noise-processed.pcap"; +// final String triggerTimesFile = path + "/2018-08/noise/kwikset-doorlock-noise-sept-27-2018.timestamps"; +// final String deviceIp = "192.168.1.142"; // .142 == SmartThings Hub; TriggerTimesFileReader ttfr = new TriggerTimesFileReader(); List triggerTimes = ttfr.readTriggerTimes(triggerTimesFile, false); @@ -256,6 +364,8 @@ public class Main { 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)). @@ -270,39 +380,86 @@ public class Main { 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<>(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<>(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 = null; + 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)); - // Print to file - List> ppListOfList = PcapPacketUtils.clusterToListOfPcapPackets(c); - PrintUtils.serializeClustersIntoFile("./onSignature" + count + ".sig", ppListOfList); - ppListOfListReadOn = - PrintUtils.serializeClustersFromFile("./onSignature" + count + ".sig"); + 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); + ppListOfListListOn = PcapPacketUtils.sortSignatures(ppListOfListListOn); + // 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); + 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 = null; + 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)); - // Print to file - List> ppListOfList = PcapPacketUtils.clusterToListOfPcapPackets(c); - PrintUtils.serializeClustersIntoFile("./offSignature" + count + ".sig", ppListOfList); - ppListOfListReadOff = - PrintUtils.serializeClustersFromFile("./offSignature" + count + ".sig"); + 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); + //ppListOfListListOff = PcapPacketUtils.sortSignatures(ppListOfListListOff); + // 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); + 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("========================================"); // ============================================================================================================