pcap_processor.cpp 14 KB

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  1. #include "pcap_processor.h"
  2. using namespace Tins;
  3. /**
  4. * Creates a new pcap_processor object.
  5. * @param path The path where the PCAP to get analyzed is locatated.
  6. */
  7. pcap_processor::pcap_processor(std::string path, std::string extraTests) {
  8. filePath = path;
  9. // Aidmar
  10. if(extraTests == "True")
  11. stats.setDoExtraTests(true);
  12. else stats.setDoExtraTests(false);;
  13. }
  14. /**
  15. * Iterates over all packets, starting by packet no. 1, and stops if
  16. * after_packet_number equals the current packet number.
  17. * @param after_packet_number The packet position in the PCAP file whose timestamp is wanted.
  18. * @return The timestamp of the last processed packet plus 1 microsecond.
  19. */
  20. long double pcap_processor::get_timestamp_mu_sec(const int after_packet_number) {
  21. if (file_exists(filePath)) {
  22. FileSniffer sniffer(filePath);
  23. int current_packet = 1;
  24. for (SnifferIterator i = sniffer.begin(); i != sniffer.end(); i++) {
  25. if (after_packet_number == current_packet) {
  26. const Timestamp &ts = i->timestamp();
  27. return (long double) ((ts.seconds() * 1000000) + ts.microseconds() + 1);
  28. }
  29. current_packet++;
  30. }
  31. }
  32. return -1.0;
  33. }
  34. /**
  35. * Merges two PCAP files, given by paths in filePath and parameter pcap_path.
  36. * @param pcap_path The path to the file which should be merged with the loaded PCAP file.
  37. * @return The string containing the file path to the merged PCAP file.
  38. */
  39. std::string pcap_processor::merge_pcaps(const std::string pcap_path) {
  40. // Build new filename with timestamp
  41. // Build timestamp
  42. time_t curr_time = time(0);
  43. char buff[1024];
  44. struct tm *now = localtime(&curr_time);
  45. strftime(buff, sizeof(buff), "%Y%m%d-%H%M%S", now);
  46. std::string tstmp(buff);
  47. // Replace filename with 'timestamp_filename'
  48. std::string new_filepath = filePath;
  49. const std::string &newExt = "_" + tstmp + ".pcap";
  50. std::string::size_type h = new_filepath.rfind('.', new_filepath.length());
  51. if (h != std::string::npos) {
  52. new_filepath.replace(h, newExt.length(), newExt);
  53. } else {
  54. new_filepath.append(newExt);
  55. }
  56. FileSniffer sniffer_base(filePath);
  57. SnifferIterator iterator_base = sniffer_base.begin();
  58. FileSniffer sniffer_attack(pcap_path);
  59. SnifferIterator iterator_attack = sniffer_attack.begin();
  60. PacketWriter writer(new_filepath, PacketWriter::ETH2);
  61. bool all_attack_pkts_processed = false;
  62. // Go through base PCAP and merge packets by timestamp
  63. for (; iterator_base != sniffer_base.end();) {
  64. auto tstmp_base = (iterator_base->timestamp().seconds()) + (iterator_base->timestamp().microseconds()*1e-6);
  65. auto tstmp_attack = (iterator_attack->timestamp().seconds()) + (iterator_attack->timestamp().microseconds()*1e-6);
  66. if (!all_attack_pkts_processed && tstmp_attack <= tstmp_base) {
  67. try {
  68. writer.write(*iterator_attack);
  69. } catch (serialization_error) {
  70. std::cout << std::setprecision(15) << "Could not serialize attack packet with timestamp " << tstmp_attack << std::endl;
  71. }
  72. iterator_attack++;
  73. if (iterator_attack == sniffer_attack.end())
  74. all_attack_pkts_processed = true;
  75. } else {
  76. try {
  77. writer.write(*iterator_base);
  78. } catch (serialization_error) {
  79. std::cout << "Could not serialize base packet with timestamp " << std::setprecision(15) << tstmp_attack << std::endl;
  80. }
  81. iterator_base++;
  82. }
  83. }
  84. // This may happen if the base PCAP is smaller than the attack PCAP
  85. // In this case append the remaining packets of the attack PCAP
  86. for (; iterator_attack != sniffer_attack.end(); iterator_attack++) {
  87. try {
  88. writer.write(*iterator_attack);
  89. } catch (serialization_error) {
  90. auto tstmp_attack = (iterator_attack->timestamp().seconds()) + (iterator_attack->timestamp().microseconds()*1e-6);
  91. std::cout << "Could not serialize attack packet with timestamp " << std::setprecision(15) << tstmp_attack << std::endl;
  92. }
  93. }
  94. return new_filepath;
  95. }
  96. /**
  97. * Collect statistics of the loaded PCAP file. Calls for each packet the method process_packets.
  98. */
  99. void pcap_processor::collect_statistics() {
  100. // Only process PCAP if file exists
  101. if (file_exists(filePath)) {
  102. std::cout << "Loading pcap..." << std::endl;
  103. FileSniffer sniffer(filePath);
  104. FileSniffer snifferOverview(filePath);
  105. SnifferIterator i = sniffer.begin();
  106. Tins::Timestamp lastProcessedPacket;
  107. // Save timestamp of first packet
  108. stats.setTimestampFirstPacket(i->timestamp());
  109. int timeIntervalCounter = 1;
  110. int timeIntervalsNum = 100;
  111. std::chrono::microseconds intervalStartTimestamp = stats.getTimestampFirstPacket();
  112. std::chrono::microseconds firstTimestamp = stats.getTimestampFirstPacket();
  113. // An empty loop to know the capture duration, then choose a suitable time interval
  114. SnifferIterator lastpkt;
  115. for (SnifferIterator j = snifferOverview.begin(); j != snifferOverview.end(); snifferIteratorIncrement(j)) {lastpkt = j;}
  116. std::chrono::microseconds lastTimestamp = lastpkt->timestamp();
  117. std::chrono::microseconds captureDuration = lastTimestamp - firstTimestamp;
  118. if(captureDuration.count()<=0){
  119. std::cout<<"ERROR: PCAP file is empty!"<<"\n";
  120. return;
  121. }
  122. long timeInterval_microsec = captureDuration.count() / timeIntervalsNum;
  123. std::chrono::duration<int, std::micro> timeInterval(timeInterval_microsec);
  124. std::chrono::microseconds barrier = timeInterval;
  125. // Iterate over all packets and collect statistics
  126. for (; i != sniffer.end(); i++) {
  127. // Aidmar
  128. std::chrono::microseconds lastPktTimestamp = i->timestamp();
  129. std::chrono::microseconds currentCaptureDuration = lastPktTimestamp - firstTimestamp;
  130. // For each interval
  131. if(currentCaptureDuration>barrier && barrier.count() > 0){ // TO-DO: ensure this case does not happen: barrier becomes negative in last interval
  132. stats.addIntervalStat(timeInterval, intervalStartTimestamp, lastPktTimestamp);
  133. timeIntervalCounter++;
  134. barrier = barrier+timeInterval;
  135. intervalStartTimestamp = lastPktTimestamp;
  136. }
  137. stats.incrementPacketCount();
  138. this->process_packets(*i);
  139. lastProcessedPacket = i->timestamp();
  140. }
  141. // Save timestamp of last packet into statistics
  142. stats.setTimestampLastPacket(lastProcessedPacket);
  143. }
  144. }
  145. /**
  146. * Analyzes a given packet and collects statistical information.
  147. * @param pkt The packet to get analyzed.
  148. */
  149. void pcap_processor::process_packets(const Packet &pkt) {
  150. // Layer 2: Data Link Layer ------------------------
  151. std::string macAddressSender = "";
  152. std::string macAddressReceiver = "";
  153. const PDU *pdu_l2 = pkt.pdu();
  154. uint32_t sizeCurrentPacket = pdu_l2->size();
  155. if (pdu_l2->pdu_type() == PDU::ETHERNET_II) {
  156. EthernetII eth = (const EthernetII &) *pdu_l2;
  157. macAddressSender = eth.src_addr().to_string();
  158. macAddressReceiver = eth.dst_addr().to_string();
  159. sizeCurrentPacket = eth.size();
  160. }
  161. stats.addPacketSize(sizeCurrentPacket);
  162. // Layer 3 - Network -------------------------------
  163. const PDU *pdu_l3 = pkt.pdu()->inner_pdu();
  164. const PDU::PDUType pdu_l3_type = pdu_l3->pdu_type();
  165. std::string ipAddressSender;
  166. std::string ipAddressReceiver;
  167. // PDU is IPv4
  168. if (pdu_l3_type == PDU::PDUType::IP) {
  169. const IP &ipLayer = (const IP &) *pdu_l3;
  170. ipAddressSender = ipLayer.src_addr().to_string();
  171. ipAddressReceiver = ipLayer.dst_addr().to_string();
  172. // IP distribution
  173. stats.addIpStat_packetSent(filePath, ipAddressSender, ipLayer.dst_addr().to_string(), sizeCurrentPacket, pkt.timestamp());
  174. // TTL distribution
  175. stats.incrementTTLcount(ipAddressSender, ipLayer.ttl());
  176. // Aidmar - ToS distribution
  177. stats.incrementToScount(ipAddressSender, ipLayer.tos());
  178. // Protocol distribution
  179. stats.incrementProtocolCount(ipAddressSender, "IPv4");
  180. // Assign IP Address to MAC Address
  181. stats.assignMacAddress(ipAddressSender, macAddressSender);
  182. stats.assignMacAddress(ipAddressReceiver, macAddressReceiver);
  183. } // PDU is IPv6
  184. else if (pdu_l3_type == PDU::PDUType::IPv6) {
  185. const IPv6 &ipLayer = (const IPv6 &) *pdu_l3;
  186. ipAddressSender = ipLayer.src_addr().to_string();
  187. ipAddressReceiver = ipLayer.dst_addr().to_string();
  188. // IP distribution
  189. stats.addIpStat_packetSent(filePath, ipAddressSender, ipLayer.dst_addr().to_string(), sizeCurrentPacket, pkt.timestamp());
  190. // TTL distribution
  191. stats.incrementTTLcount(ipAddressSender, ipLayer.hop_limit());
  192. // Protocol distribution
  193. stats.incrementProtocolCount(ipAddressSender, "IPv6");
  194. // Assign IP Address to MAC Address
  195. stats.assignMacAddress(ipAddressSender, macAddressSender);
  196. stats.assignMacAddress(ipAddressReceiver, macAddressReceiver);
  197. } else {
  198. //std::cout << "Unknown PDU Type on L3: " << pdu_l3_type << std::endl;
  199. }
  200. // Layer 4 - Transport -------------------------------
  201. const PDU *pdu_l4 = pdu_l3->inner_pdu();
  202. if (pdu_l4 != 0) {
  203. // Protocol distribution - layer 4
  204. PDU::PDUType p = pdu_l4->pdu_type();
  205. // Aidmar - check for IPv4: payload
  206. if (pdu_l3_type == PDU::PDUType::IP) {
  207. stats.checkPayload(pdu_l4);
  208. }
  209. if (p == PDU::PDUType::TCP) {
  210. TCP tcpPkt = (const TCP &) *pdu_l4;
  211. // Aidmar - Tests TCP checksum
  212. if (pdu_l3_type == PDU::PDUType::IP) {
  213. stats.checkTCPChecksum(ipAddressSender, ipAddressReceiver, tcpPkt);
  214. }
  215. stats.incrementProtocolCount(ipAddressSender, "TCP");
  216. // Aidmar
  217. // Conversation statistics
  218. stats.addConvStat(ipAddressSender, tcpPkt.sport(), ipAddressReceiver, tcpPkt.dport(), pkt.timestamp());
  219. // Aidmar
  220. // Window Size distribution
  221. int win = tcpPkt.window();
  222. stats.incrementWinCount(ipAddressSender, win);
  223. try {
  224. int val = tcpPkt.mss();
  225. // Aidmar
  226. // MSS distribution
  227. stats.incrementMSScount(ipAddressSender, val);
  228. } catch (Tins::option_not_found) {
  229. // Ignore MSS if option not set
  230. }
  231. stats.incrementPortCount(ipAddressSender, tcpPkt.sport(), ipAddressReceiver, tcpPkt.dport());
  232. // UDP Packet
  233. } else if (p == PDU::PDUType::UDP) {
  234. const UDP udpPkt = (const UDP &) *pdu_l4;
  235. stats.incrementProtocolCount(ipAddressSender, "UDP");
  236. stats.incrementPortCount(ipAddressSender, udpPkt.sport(), ipAddressReceiver, udpPkt.dport());
  237. } else if (p == PDU::PDUType::ICMP) {
  238. stats.incrementProtocolCount(ipAddressSender, "ICMP");
  239. } else if (p == PDU::PDUType::ICMPv6) {
  240. stats.incrementProtocolCount(ipAddressSender, "ICMPv6");
  241. }
  242. }
  243. }
  244. /**
  245. * Writes the collected statistic data into a SQLite3 database located at database_path. Uses an existing
  246. * database or, if not present, creates a new database.
  247. * @param database_path The path to the database file, ending with .sqlite3.
  248. */
  249. void pcap_processor::write_to_database(std::string database_path) {
  250. stats.writeToDatabase(database_path);
  251. }
  252. /**
  253. * Checks whether the file with the given file path exists.
  254. * @param filePath The path to the file to check.
  255. * @return True iff the file exists, otherweise False.
  256. */
  257. bool inline pcap_processor::file_exists(const std::string &filePath) {
  258. struct stat buffer;
  259. return stat(filePath.c_str(), &buffer) == 0;
  260. }
  261. /*
  262. * Comment in if executable should be build & run
  263. * Comment out if library should be build
  264. */
  265. //int main() {
  266. // std::cout << "Starting application." << std::endl;
  267. // pcap_processor pcap = pcap_processor("/home/anonymous/Downloads/ID2T-toolkit/captures/col/capture_3.pcap", "False");
  268. //
  269. // long double t = pcap.get_timestamp_mu_sec(87);
  270. // std::cout << t << std::endl;
  271. //
  272. // time_t start, end;
  273. // time(&start);
  274. // pcap.collect_statistics();
  275. // time(&end);
  276. // double dif = difftime(end, start);
  277. // printf("Elapsed time is %.2lf seconds.", dif);
  278. // pcap.stats.writeToDatabase("/home/anonymous/Downloads/myDB.sqlite3");
  279. //
  280. // //std::string path = pcap.merge_pcaps("/tmp/tmp0okkfdx_");
  281. // //std::cout << path << std::endl;
  282. //
  283. // return 0;
  284. //}
  285. /*
  286. * Comment out if executable should be build & run
  287. * Comment in if library should be build
  288. */
  289. #include <boost/python.hpp>
  290. using namespace boost::python;
  291. BOOST_PYTHON_MODULE (libpcapreader) {
  292. class_<pcap_processor>("pcap_processor", init<std::string, std::string>()) // Aidmar - added , std::string
  293. .def("merge_pcaps", &pcap_processor::merge_pcaps)
  294. .def("collect_statistics", &pcap_processor::collect_statistics)
  295. .def("get_timestamp_mu_sec", &pcap_processor::get_timestamp_mu_sec)
  296. .def("write_to_database", &pcap_processor::write_to_database);
  297. }