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=81eb3b0b9a96c833ae2db2870a4cca21316938da;hp=ab3bab57ed668c0062bae6f4c883508f09243db0;hb=5f2d56277c6be7130fb2f8faf9b2706d3e861265;hpb=5e218439685fd124be1474ffd095347485aebe1b 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 ab3bab5..81eb3b0 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 @@ -3,10 +3,9 @@ package edu.uci.iotproject; import static edu.uci.iotproject.analysis.UserAction.Type; import edu.uci.iotproject.analysis.*; -import edu.uci.iotproject.comparison.seqalignment.ExtractedSequence; -import edu.uci.iotproject.comparison.seqalignment.SequenceAlignment; -import edu.uci.iotproject.comparison.seqalignment.SequenceExtraction; import edu.uci.iotproject.io.TriggerTimesFileReader; +import edu.uci.iotproject.trafficreassembly.layer3.Conversation; +import edu.uci.iotproject.trafficreassembly.layer3.TcpReassembler; import edu.uci.iotproject.util.PcapPacketUtils; import edu.uci.iotproject.util.PrintUtils; import org.apache.commons.math3.stat.clustering.Cluster; @@ -15,8 +14,6 @@ import org.pcap4j.core.*; import org.pcap4j.packet.namednumber.DataLinkType; import java.io.EOFException; -import java.io.File; -import java.io.PrintWriter; import java.net.UnknownHostException; import java.time.Instant; import java.util.*; @@ -58,6 +55,12 @@ public class Main { // 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"; @@ -69,6 +72,12 @@ public class Main { // 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. @@ -87,6 +96,14 @@ public class Main { // 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 @@ -94,17 +111,37 @@ public class Main { // final String outputPcapFile = path + "/2018-07/wemo/wemo-processed.pcap"; // final String triggerTimesFile = path + "/2018-07/wemo/wemo-july-30-2018.timestamps"; // final String deviceIp = "192.168.1.145"; // .246 == phone; .145 == WeMo + // TODO: EXPERIMENT - November 20, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/wemo-plug/wlan1/wemo-plug.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/wemo-plug/wlan1/wemo-plug-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/wemo-plug/timestamps/wemo-plug-nov-20-2018.timestamps"; +//// final String deviceIp = "192.168.1.145"; // .246 == phone; .145 == WeMo +// final String deviceIp = "192.168.1.246"; // .246 == phone; .145 == WeMo // 5) Wemo Insight July 31 experiment // final String inputPcapFile = path + "/2018-07/wemoinsight/wemoinsight.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-07/wemoinsight/wemoinsight-processed.pcap"; // final String triggerTimesFile = path + "/2018-07/wemoinsight/wemo-insight-july-31-2018.timestamps"; // final String deviceIp = "192.168.1.135"; + // TODO: EXPERIMENT - November 21, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/wemo-insight-plug/wlan1/wemo-insight-plug.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/wemo-insight-plug/wlan1/wemo-insight-plug-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/wemo-insight-plug/timestamps/wemo-insight-plug-nov-21-2018.timestamps"; +//// final String deviceIp = "192.168.1.145"; // .246 == phone; .135 == WeMo Insight +// final String deviceIp = "192.168.1.246"; // .246 == phone; .135 == WeMo Insight // 6) TP-Link Bulb August 1 experiment // final String inputPcapFile = path + "/2018-08/tplink-bulb/tplinkbulb.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-08/tplink-bulb/tplinkbulb-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/tplink-bulb/tplink-bulb-aug-3-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == TP-Link bulb + // TODO: EXPERIMENT - November 16, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/tplink-bulb/wlan1/tplink-bulb.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/tplink-bulb/wlan1/tplink-bulb-processed.pcap"; +//// final String inputPcapFile = path + "/experimental_result/standalone/tplink-bulb/eth0/tplink-bulb.eth1.local.pcap"; +//// final String outputPcapFile = path + "/experimental_result/standalone/tplink-bulb/eth0/tplink-bulb-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/tplink-bulb/timestamps/tplink-bulb-nov-16-2018.timestamps"; +//// final String deviceIp = "192.168.1.140"; // .246 == phone; .140 == TP-Link bulb // final String deviceIp = "192.168.1.246"; // .246 == phone; .140 == TP-Link bulb // 7) Kwikset Doorlock August 6 experiment @@ -113,6 +150,14 @@ public class Main { // final String outputPcapFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-processed.pcap"; //// final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-aug-6-2018.timestamps"; // final String triggerTimesFile = path + "/2018-08/kwikset-doorlock/kwikset-doorlock-8hr-data-oct-11-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) + // TODO: EXPERIMENT - November 10, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/wlan1/kwikset-doorlock.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/wlan1/kwikset-doorlock-processed.pcap"; +//// final String inputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/eth1/kwikset-doorlock.eth1.local.pcap"; +//// final String outputPcapFile = path + "/experimental_result/standalone/kwikset-doorlock/eth1/kwikset-doorlock-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/kwikset-doorlock/timestamps/kwikset-doorlock-nov-10-2018.timestamps"; +//// final String deviceIp = "192.168.1.142"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) // final String deviceIp = "192.168.1.246"; // .246 == phone; .142 == SmartThings Hub (note: use eth0 capture for this!) // September 12, 2018 - includes both wlan1 and eth1 interfaces @@ -131,6 +176,12 @@ public class Main { // final String inputPcapFile = path + "/2018-10/hue-bulb/hue-bulb.wlan1.local.pcap"; // final String outputPcapFile = path + "/2018-10/hue-bulb/hue-bulb-processed.pcap"; // final String triggerTimesFile = path + "/2018-10/hue-bulb/hue-bulb-oct-30-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .100 == Hue hub + // TODO: EXPERIMENT - November 19, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/hue-bulb/wlan1/hue-bulb.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/hue-bulb/wlan1/hue-bulb-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/hue-bulb/timestamps/hue-bulb-nov-19-2018.timestamps"; +// final String deviceIp = "192.168.1.100"; // .246 == phone; .100 == Hue hub // final String deviceIp = "192.168.1.246"; // .246 == phone; .100 == Hue hub // 9) Lifx Bulb August 8 experiment @@ -159,6 +210,14 @@ 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 = "192.168.1.246"; // .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 @@ -166,11 +225,17 @@ public class Main { // final String outputPcapFile = path + "/2018-08/blossom/blossom-processed.pcap"; // final String triggerTimesFile = path + "/2018-08/blossom/blossom-aug-13-2018.timestamps"; // final String deviceIp = "192.168.1.229"; // .246 == phone; .229 == sprinkler - // 2 November +// // 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 + // January 9, 11 + final String inputPcapFile = path + "/experimental_result/standalone/blossom-sprinkler/wlan1/blossom-sprinkler.wlan1.local.pcap"; + final String outputPcapFile = path + "/experimental_result/standalone/blossom-sprinkler/wlan1/blossom-sprinkler-processed.pcap"; + final String triggerTimesFile = path + "/experimental_result/standalone/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-9-2019.timestamps"; +// final String triggerTimesFile = path + "/experimental_result/standalone/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-11-2019.timestamps"; + final String deviceIp = "192.168.1.246"; // .246 == phone; .229 == sprinkler // // 13) DLink siren August 14 experiment // final String inputPcapFile = path + "/2018-08/dlink-siren/dlink-siren.wlan1.local.pcap"; @@ -180,12 +245,26 @@ public class Main { // //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 +// final String inputPcapFile = path + "/2018-08/nest/nest.wlan1.local.pcap"; +// final String outputPcapFile = path + "/2018-08/nest/nest-processed.pcap"; +// final String triggerTimesFile = path + "/2018-08/nest/nest-aug-15-2018.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .127 == Nest thermostat + // TODO: EXPERIMENT - November 14, 2018 +// final String inputPcapFile = path + "/experimental_result/standalone/nest-thermostat/wlan1/nest-thermostat.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/nest-thermostat/wlan1/nest-thermostat-processed.pcap"; +//// final String inputPcapFile = path + "/experimental_result/standalone/nest-thermostat/eth0/nest-thermostat.eth1.local.pcap"; +//// final String outputPcapFile = path + "/experimental_result/standalone/nest-thermostat/eth0/nest-thermostat-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/nest-thermostat/timestamps/nest-thermostat-nov-15-2018.timestamps"; +//// final String deviceIp = "192.168.1.127"; // .246 == phone; .127 == Nest thermostat +// final String deviceIp = "192.168.1.246"; // .246 == phone; .127 == Nest thermostat // 15) Alexa August 16 experiment // final String inputPcapFile = path + "/2018-08/alexa/alexa.wlan1.local.pcap"; @@ -272,26 +351,96 @@ public class Main { * 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; - }); - }); - }); - */ + +// // 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 @@ -322,9 +471,13 @@ 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<>(7.0, 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<>(7.0, 45); + //DBSCANClusterer offClusterer = new DBSCANClusterer<>(10.0, 10); List> offClusters = offClusterer.cluster(offPairs); // Sort the conversations as reference List sortedAllConversation = TcpConversationUtils.sortConversationList(allConversations); @@ -339,6 +492,7 @@ public class Main { 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); @@ -347,6 +501,19 @@ public class Main { // TODO: Merging test ppListOfListListOn = PcapPacketUtils.mergeSignatures(ppListOfListListOn, sortedAllConversation); ppListOfListListOn = PcapPacketUtils.sortSignatures(ppListOfListListOn); + // TODO: Need to remove sequence numbers 0,1 for Blossom phone side since it is not a good signature! + PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 0); + PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 1); + // TODO: Need to remove sequence numbers 0 for Blossom device side since it is not a good signature! +// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 0); +// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOn, 0); + // 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) { @@ -366,6 +533,7 @@ public class Main { 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); @@ -374,8 +542,18 @@ public class Main { // TODO: Merging test ppListOfListListOff = PcapPacketUtils.mergeSignatures(ppListOfListListOff, sortedAllConversation); ppListOfListListOff = PcapPacketUtils.sortSignatures(ppListOfListListOff); + // TODO: Need to remove sequence numbers 0,2 for Blossom device side since it is not a good signature! +// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, 0); +// PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, 0); // TODO: Need to remove sequence number 1 for Nest Thermostat since it is not a good signature! - PcapPacketUtils.removeSequenceFromSignature(ppListOfListListOff, 1); + //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) { @@ -387,77 +565,6 @@ public class Main { System.out.println("========================================"); // ============================================================================================================ - /* - 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(); - */ // // ================================================================================================ // // <<< Some work-in-progress/explorative code that extracts a "representative" sequence >>>