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=2896ea740b68604d47510a13306649bc29d6c7d6;hp=df93a9f728d7549ae1034cdb6e0ecf9e6be29afe;hb=42d1a1554131763959e3ac9ac69a52a87d31429f;hpb=f0fc1c585c13f21927c9e1d43ff4bdc91090e2d8 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 df93a9f..2896ea7 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; @@ -15,9 +14,8 @@ 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.Duration; import java.time.Instant; import java.util.*; import java.util.concurrent.TimeoutException; @@ -62,8 +60,8 @@ public class Main { // 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? +// 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"; @@ -74,7 +72,7 @@ public class Main { // 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 +// final String deviceIp = "192.168.1.159"; // .246 == phone; .159 == tplink plug // TODO: EXPERIMENT - November 8, 2018 // final String inputPcapFile = path + "/experimental_result/standalone/tplink-plug/wlan1/tplink-plug.wlan1.local.pcap"; // final String outputPcapFile = path + "/experimental_result/standalone/tplink-plug/wlan1/tplink-plug-processed.pcap"; @@ -115,17 +113,23 @@ public class Main { // 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 +// 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"; @@ -178,7 +182,7 @@ public class Main { // 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 = "192.168.1.100"; // .246 == phone; .100 == Hue hub // final String deviceIp = "192.168.1.246"; // .246 == phone; .100 == Hue hub // 9) Lifx Bulb August 8 experiment @@ -209,24 +213,31 @@ 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"; // 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, 13, 14 +// final String inputPcapFile = path + "/experimental_result/standalone/blossom-sprinkler/wlan1/blossom-sprinkler.wlan1.local.pcap"; +// final String outputPcapFile = path + "/experimental_result/standalone/blossom-sprinkler/wlan1/blossom-sprinkler-processed.pcap"; +// final String triggerTimesFile = path + "/experimental_result/standalone/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-14-2019.timestamps"; +//// final String triggerTimesFile = path + "/experimental_result/standalone/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-11-2019.timestamps"; +// final String deviceIp = "192.168.1.246"; // .246 == phone; .229 == sprinkler +//// final String deviceIp = "192.168.1.229"; // .246 == phone; .229 == sprinkler // // 13) DLink siren August 14 experiment // final String inputPcapFile = path + "/2018-08/dlink-siren/dlink-siren.wlan1.local.pcap"; @@ -240,15 +251,15 @@ public class Main { // 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 +//// 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 +// // 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"; @@ -284,6 +295,200 @@ public class Main { // final String triggerTimesFile = path + "/2018-08/noise/kwikset-doorlock-noise-sept-27-2018.timestamps"; // final String deviceIp = "192.168.1.142"; // .142 == SmartThings Hub; + // TODO: The below part is just for 15-second time sensitivity experiment + // TODO: The below part is just for 15-second time sensitivity experiment + // TODO: The below part is just for 15-second time sensitivity experiment + // D-Link plug +// final String triggerTimesFile = path + "/experimental_result/standalone/dlink-plug/timestamps/dlink-plug-nov-7-2018.timestamps"; +//// final String onSignatureFile = path + "/experimental_result/standalone/dlink-plug/signatures/dlink-plug-onSignature-phone-side.sig"; +//// final String offSignatureFile = path + "/experimental_result/standalone/dlink-plug/signatures/dlink-plug-offSignature-phone-side.sig"; +// final String onSignatureFile = path + "/experimental_result/standalone/dlink-plug/signatures/dlink-plug-onSignature-device-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/dlink-plug/signatures/dlink-plug-offSignature-device-side.sig"; + // TP-Link plug +// final String triggerTimesFile = path + "/experimental_result/standalone/tplink-plug/timestamps/tplink-plug-nov-8-2018.timestamps"; +//// final String onSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-onSignature-phone-side.sig"; +//// final String offSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-offSignature-phone-side.sig"; +// final String onSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-onSignature-device-side-outbound.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/tplink-plug/signatures/tplink-plug-offSignature-device-side-outbound.sig"; + // D-Link siren +// final String triggerTimesFile = path + "/experimental_result/standalone/dlink-siren/timestamps/dlink-siren-nov-9-2018.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/dlink-siren/signatures/dlink-siren-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/dlink-siren/signatures/dlink-siren-offSignature-phone-side.sig"; + // Kwikset door lock +// final String triggerTimesFile = path + "/experimental_result/standalone/kwikset-doorlock/timestamps/kwikset-doorlock-nov-10-2018.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/kwikset-doorlock/signatures/kwikset-doorlock-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/kwikset-doorlock/signatures/kwikset-doorlock-offSignature-phone-side.sig"; + // SmartThings plug +// final String triggerTimesFile = path + "/experimental_result/standalone/st-plug/timestamps/st-plug-nov-12-2018.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/st-plug/signatures/st-plug-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/st-plug/signatures/st-plug-offSignature-phone-side.sig"; + // Arlo Q +// final String triggerTimesFile = path + "/experimental_result/standalone/arlo-camera/timestamps/arlo-camera-nov-13-2018.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/arlo-camera/signatures/arlo-camera-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/arlo-camera/signatures/arlo-camera-offSignature-phone-side.sig"; + // Nest thermostat +// final String triggerTimesFile = path + "/experimental_result/standalone/nest-thermostat/timestamps/nest-thermostat-nov-15-2018.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/nest-thermostat/signatures/nest-thermostat-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/nest-thermostat/signatures/nest-thermostat-offSignature-phone-side.sig"; + // Blossom sprinkler +// final String triggerTimesFile = path + "/experimental_result/standalone/blossom-sprinkler/timestamps/blossom-sprinkler-standalone-jan-14-2019.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-device-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-device-side.sig"; +// final String onSignatureFile = path + "/experimental_result/standalone/blossom-sprinkler/signatures/blossom-sprinkler-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/blossom-sprinkler/signatures/blossom-sprinkler-offSignature-phone-side.sig"; + // TP-Link bulb +// final String triggerTimesFile = path + "/experimental_result/standalone/tplink-bulb/timestamps/tplink-bulb-nov-16-2018.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/tplink-bulb/signatures/tplink-bulb-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/tplink-bulb/signatures/tplink-bulb-offSignature-phone-side.sig"; + // Philips hue +// final String triggerTimesFile = path + "/2018-08/hue-bulb/hue-bulb-aug-7-2018.timestamps"; +// final String onSignatureFile = path + "/training/hue-bulb/signatures/hue-bulb-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/training/hue-bulb/signatures/hue-bulb-offSignature-phone-side.sig"; + // WeMo plug +// final String triggerTimesFile = path + "/experimental_result/standalone/wemo-plug/timestamps/wemo-plug-nov-20-2018.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/wemo-plug/signatures/wemo-plug-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/wemo-plug/signatures/wemo-plug-offSignature-phone-side.sig"; + // WeMo Insight plug +// final String triggerTimesFile = path + "/experimental_result/standalone/wemo-insight-plug/timestamps/wemo-insight-plug-nov-21-2018.timestamps"; +// final String onSignatureFile = path + "/experimental_result/standalone/wemo-insight-plug/signatures/wemo-insight-plug-onSignature-phone-side.sig"; +// final String offSignatureFile = path + "/experimental_result/standalone/wemo-insight-plug/signatures/wemo-insight-plug-offSignature-phone-side.sig"; + + +// TriggerTimesFileReader ttfr = new TriggerTimesFileReader(); +// List triggerTimes = ttfr.readTriggerTimes(triggerTimesFile, false); +// +// System.out.println("ON signature file in use is " + onSignatureFile); +// System.out.println("OFF signature file in use is " + offSignatureFile); +// +// List>> onSignature = PrintUtils.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; +// } +// } + + // 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. @@ -342,30 +547,222 @@ 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 // 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 @@ -390,162 +787,59 @@ 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<>(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 = 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); - 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 = 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); - //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("========================================"); - // ============================================================================================================ - /* - 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)); - } + 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); } } - } - } - 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)); - } + 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(); + // ============================================================================================================ } } - pwOff.close(); - */ + // // ================================================================================================ // // <<< Some work-in-progress/explorative code that extracts a "representative" sequence >>>