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;
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.*;
// 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 + "/2018-10/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.
// 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!)
+// 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
+ // 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 = "192.168.1.140"; // .246 == phone; .140 == TP-Link bulb
+// 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.data.wlan1.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-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 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.eth1.local.pcap";
+// 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
// 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";
// 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
// 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
+// 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";
// //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
* sequence identifiers as we do not care about hostnames and sequences during clustering.
* We can simply use the UserAction->List<Conversation> map to generate ON/OFF groupings of conversations.
*/
- /*
- // Contains all ON events: hostname -> sequence identifier -> list of conversations with that sequence
- Map<String, Map<String, List<Conversation>>> ons = new HashMap<>();
- // Contains all OFF events: hostname -> sequence identifier -> list of conversations with that sequence
- Map<String, Map<String, List<Conversation>>> offs = new HashMap<>();
- userActionsToConvsByHostname.forEach((ua, hostnameToConvs) -> {
- Map<String, Map<String, List<Conversation>>> outer = ua.getType() == Type.TOGGLE_ON ? ons : offs;
- hostnameToConvs.forEach((host, convs) -> {
- Map<String, List<Conversation>> 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<String, Map<String, List<Conversation>>> ons = new HashMap<>();
+// // Contains all OFF events: hostname -> sequence identifier -> list of conversations with that sequence
+// Map<String, Map<String, List<Conversation>>> offs = new HashMap<>();
+// userActionsToConvsByHostname.forEach((ua, hostnameToConvs) -> {
+// Map<String, Map<String, List<Conversation>>> outer = ua.getType() == Type.TOGGLE_ON ? ons : offs;
+// hostnameToConvs.forEach((host, convs) -> {
+// Map<String, List<Conversation>> 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<String, Map<String, List<Conversation>>> entry : ons.entrySet()) {
+// Map<String, List<Conversation>> seqsToConvs = entry.getValue();
+// for(Map.Entry<String, List<Conversation>> entryConv : seqsToConvs.entrySet()) {
+// List<Conversation> 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<PcapPacketPair> 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<PcapPacketPair> 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<String, Map<String, List<Conversation>>> entry : offs.entrySet()) {
+// Map<String, List<Conversation>> seqsToConvs = entry.getValue();
+// for(Map.Entry<String, List<Conversation>> entryConv : seqsToConvs.entrySet()) {
+// List<Conversation> 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<PcapPacketPair> 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<PcapPacketPair> 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<Conversation> map
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<PcapPacketPair> onClusterer = new DBSCANClusterer<>(10.0, 45);
+ //DBSCANClusterer<PcapPacketPair> onClusterer = new DBSCANClusterer<>(7.0, 45);
+ //DBSCANClusterer<PcapPacketPair> onClusterer = new DBSCANClusterer<>(10.0, 10);
List<Cluster<PcapPacketPair>> onClusters = onClusterer.cluster(onPairs);
// Perform clustering on conversation logged as part of all OFF events.
DBSCANClusterer<PcapPacketPair> offClusterer = new DBSCANClusterer<>(10.0, 45);
+ //DBSCANClusterer<PcapPacketPair> offClusterer = new DBSCANClusterer<>(7.0, 45);
+ //DBSCANClusterer<PcapPacketPair> offClusterer = new DBSCANClusterer<>(10.0, 10);
List<Cluster<PcapPacketPair>> offClusters = offClusterer.cluster(offPairs);
// Sort the conversations as reference
List<Conversation> sortedAllConversation = TcpConversationUtils.sortConversationList(allConversations);
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<List<PcapPacket>> ppListOfList = PcapPacketUtils.clusterToListOfPcapPackets(c);
ppListOfListListOn.add(ppListOfList);
// 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<List<PcapPacket>> ll : ppListOfListListOn) {
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<List<PcapPacket>> ppListOfList = PcapPacketUtils.clusterToListOfPcapPackets(c);
ppListOfListListOff.add(ppListOfList);
// 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);
+ // 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<List<PcapPacket>> ll : ppListOfListListOff) {
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<String, Map<String, List<Conversation>>> entry : ons.entrySet()) {
- Map<String, List<Conversation>> seqsToConvs = entry.getValue();
- for(Map.Entry<String, List<Conversation>> entryConv : seqsToConvs.entrySet()) {
- List<Conversation> 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<PcapPacketPair> 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<PcapPacketPair> 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<String, Map<String, List<Conversation>>> entry : offs.entrySet()) {
- Map<String, List<Conversation>> seqsToConvs = entry.getValue();
- for(Map.Entry<String, List<Conversation>> entryConv : seqsToConvs.entrySet()) {
- List<Conversation> 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<PcapPacketPair> 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<PcapPacketPair> 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 >>>
projects / pingpong.git / blobdiff