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 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";
// 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";
* 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
// 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!
}
// TODO: Merging test
ppListOfListListOff = PcapPacketUtils.mergeSignatures(ppListOfListListOff, sortedAllConversation);
- //ppListOfListListOff = PcapPacketUtils.sortSignatures(ppListOfListListOff);
+ 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!
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