pcap_processor.cpp 15 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. hasUntracked = false;
  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 ((filePath.length() + newExt.length()) < 250) {
  52. if (h != std::string::npos) {
  53. new_filepath.replace(h, newExt.length(), newExt);
  54. } else {
  55. new_filepath.append(newExt);
  56. }
  57. }
  58. else {
  59. new_filepath = (new_filepath.substr(0, new_filepath.find('_'))).append(newExt);
  60. }
  61. FileSniffer sniffer_base(filePath);
  62. SnifferIterator iterator_base = sniffer_base.begin();
  63. FileSniffer sniffer_attack(pcap_path);
  64. SnifferIterator iterator_attack = sniffer_attack.begin();
  65. PacketWriter writer(new_filepath, PacketWriter::ETH2);
  66. bool all_attack_pkts_processed = false;
  67. // Go through base PCAP and merge packets by timestamp
  68. for (; iterator_base != sniffer_base.end();) {
  69. auto tstmp_base = (iterator_base->timestamp().seconds()) + (iterator_base->timestamp().microseconds()*1e-6);
  70. auto tstmp_attack = (iterator_attack->timestamp().seconds()) + (iterator_attack->timestamp().microseconds()*1e-6);
  71. if (!all_attack_pkts_processed && tstmp_attack <= tstmp_base) {
  72. try {
  73. writer.write(*iterator_attack);
  74. } catch (serialization_error) {
  75. std::cout << std::setprecision(15) << "Could not serialize attack packet with timestamp " << tstmp_attack << std::endl;
  76. }
  77. iterator_attack++;
  78. if (iterator_attack == sniffer_attack.end())
  79. all_attack_pkts_processed = true;
  80. } else {
  81. try {
  82. writer.write(*iterator_base);
  83. } catch (serialization_error) {
  84. std::cout << "Could not serialize base packet with timestamp " << std::setprecision(15) << tstmp_attack << std::endl;
  85. }
  86. iterator_base++;
  87. }
  88. }
  89. // This may happen if the base PCAP is smaller than the attack PCAP
  90. // In this case append the remaining packets of the attack PCAP
  91. for (; iterator_attack != sniffer_attack.end(); iterator_attack++) {
  92. try {
  93. writer.write(*iterator_attack);
  94. } catch (serialization_error) {
  95. auto tstmp_attack = (iterator_attack->timestamp().seconds()) + (iterator_attack->timestamp().microseconds()*1e-6);
  96. std::cout << "Could not serialize attack packet with timestamp " << std::setprecision(15) << tstmp_attack << std::endl;
  97. }
  98. }
  99. return new_filepath;
  100. }
  101. /**
  102. * Collect statistics of the loaded PCAP file. Calls for each packet the method process_packets.
  103. */
  104. void pcap_processor::collect_statistics() {
  105. // Only process PCAP if file exists
  106. if (file_exists(filePath)) {
  107. std::cout << "Loading pcap..." << std::endl;
  108. FileSniffer sniffer(filePath);
  109. FileSniffer snifferOverview(filePath);
  110. SnifferIterator i = sniffer.begin();
  111. std::chrono::microseconds currentPktTimestamp;
  112. // Save timestamp of first packet
  113. stats.setTimestampFirstPacket(i->timestamp());
  114. int timeIntervalCounter = 1;
  115. int timeIntervalsNum = 100;
  116. std::chrono::microseconds intervalStartTimestamp = stats.getTimestampFirstPacket();
  117. std::chrono::microseconds firstTimestamp = stats.getTimestampFirstPacket();
  118. // An empty loop to know the capture duration, then choose a suitable time interval
  119. SnifferIterator lastpkt;
  120. for (SnifferIterator j = snifferOverview.begin(); j != snifferOverview.end(); snifferIteratorIncrement(j)) {lastpkt = j;}
  121. std::chrono::microseconds lastTimestamp = lastpkt->timestamp();
  122. std::chrono::microseconds captureDuration = lastTimestamp - firstTimestamp;
  123. if(captureDuration.count()<=0){
  124. std::cout<<"ERROR: PCAP file is empty!"<<"\n";
  125. return;
  126. }
  127. long timeInterval_microsec = captureDuration.count() / timeIntervalsNum;
  128. std::chrono::duration<int, std::micro> timeInterval(timeInterval_microsec);
  129. std::chrono::microseconds barrier = timeInterval;
  130. // Iterate over all packets and collect statistics
  131. for (; i != sniffer.end(); i++) {
  132. currentPktTimestamp = i->timestamp();
  133. std::chrono::microseconds currentDuration = currentPktTimestamp - firstTimestamp;
  134. // For each interval
  135. if(currentDuration>barrier){
  136. stats.addIntervalStat(timeInterval, intervalStartTimestamp, currentPktTimestamp);
  137. timeIntervalCounter++;
  138. barrier = barrier + timeInterval;
  139. intervalStartTimestamp = currentPktTimestamp;
  140. }
  141. stats.incrementPacketCount();
  142. this->process_packets(*i);
  143. }
  144. // Save timestamp of last packet into statistics
  145. stats.setTimestampLastPacket(currentPktTimestamp);
  146. }
  147. }
  148. /**
  149. * Analyzes a given packet and collects statistical information.
  150. * @param pkt The packet to get analyzed.
  151. */
  152. void pcap_processor::process_packets(const Packet &pkt) {
  153. // Layer 2: Data Link Layer ------------------------
  154. std::string macAddressSender = "";
  155. std::string macAddressReceiver = "";
  156. const PDU *pdu_l2 = pkt.pdu();
  157. uint32_t sizeCurrentPacket = pdu_l2->size();
  158. if (pdu_l2->pdu_type() == PDU::ETHERNET_II) {
  159. EthernetII eth = (const EthernetII &) *pdu_l2;
  160. macAddressSender = eth.src_addr().to_string();
  161. macAddressReceiver = eth.dst_addr().to_string();
  162. sizeCurrentPacket = eth.size();
  163. }
  164. stats.addPacketSize(sizeCurrentPacket);
  165. // Layer 3 - Network -------------------------------
  166. const PDU *pdu_l3 = pkt.pdu()->inner_pdu();
  167. const PDU::PDUType pdu_l3_type = pdu_l3->pdu_type();
  168. std::string ipAddressSender;
  169. std::string ipAddressReceiver;
  170. // PDU is IPv4
  171. if (pdu_l3_type == PDU::PDUType::IP) {
  172. const IP &ipLayer = (const IP &) *pdu_l3;
  173. ipAddressSender = ipLayer.src_addr().to_string();
  174. ipAddressReceiver = ipLayer.dst_addr().to_string();
  175. // IP distribution
  176. stats.addIpStat_packetSent(filePath, ipAddressSender, ipLayer.dst_addr().to_string(), sizeCurrentPacket, pkt.timestamp());
  177. // TTL distribution
  178. stats.incrementTTLcount(ipAddressSender, ipLayer.ttl());
  179. // ToS distribution
  180. stats.incrementToScount(ipAddressSender, ipLayer.tos());
  181. // Protocol distribution
  182. stats.incrementProtocolCount(ipAddressSender, "IPv4");
  183. stats.increaseProtocolByteCount(ipAddressSender, "IPv4", sizeCurrentPacket);
  184. // Assign IP Address to MAC Address
  185. stats.assignMacAddress(ipAddressSender, macAddressSender);
  186. stats.assignMacAddress(ipAddressReceiver, macAddressReceiver);
  187. } // PDU is IPv6
  188. else if (pdu_l3_type == PDU::PDUType::IPv6) {
  189. const IPv6 &ipLayer = (const IPv6 &) *pdu_l3;
  190. ipAddressSender = ipLayer.src_addr().to_string();
  191. ipAddressReceiver = ipLayer.dst_addr().to_string();
  192. // IP distribution
  193. stats.addIpStat_packetSent(filePath, ipAddressSender, ipLayer.dst_addr().to_string(), sizeCurrentPacket, pkt.timestamp());
  194. // TTL distribution
  195. stats.incrementTTLcount(ipAddressSender, ipLayer.hop_limit());
  196. // Protocol distribution
  197. stats.incrementProtocolCount(ipAddressSender, "IPv6");
  198. stats.increaseProtocolByteCount(ipAddressSender, "IPv6", sizeCurrentPacket);
  199. // Assign IP Address to MAC Address
  200. stats.assignMacAddress(ipAddressSender, macAddressSender);
  201. stats.assignMacAddress(ipAddressReceiver, macAddressReceiver);
  202. } //PDU is ARP
  203. else if(pdu_l3_type == PDU::PDUType::ARP) {
  204. const ARP &ipLayer = (const ARP &) *pdu_l3;
  205. ipAddressSender = ipLayer.sender_ip_addr().to_string();
  206. ipAddressReceiver = ipLayer.target_ip_addr().to_string();
  207. // Protocol distribution
  208. stats.incrementProtocolCount(ipAddressSender, "ARP");
  209. stats.increaseProtocolByteCount(ipAddressSender, "ARP", sizeCurrentPacket);
  210. // Assign IP Address to MAC Address
  211. stats.assignMacAddress(ipAddressSender, macAddressSender);
  212. EthernetII eth = (const EthernetII &) *pdu_l2;
  213. stats.incrementUntrackedPDUCount(macAddressSender, macAddressReceiver, eth.payload_type());
  214. if(!hasUntracked) {
  215. std::cerr << "Unrecognized PDUs detected: Check 'untracked_pdus' table!" << std::endl;
  216. hasUntracked = true;
  217. }
  218. }
  219. else {
  220. if(!hasUntracked) {
  221. std::cerr << "Unrecognized PDUs detected: Check 'untracked_pdus' table!" << std::endl;
  222. hasUntracked = true;
  223. }
  224. EthernetII eth = (const EthernetII &) *pdu_l2;
  225. stats.incrementUntrackedPDUCount(macAddressSender, macAddressReceiver, eth.payload_type());
  226. }
  227. // Layer 4 - Transport -------------------------------
  228. const PDU *pdu_l4 = pdu_l3->inner_pdu();
  229. if (pdu_l4 != 0) {
  230. // Protocol distribution - layer 4
  231. PDU::PDUType p = pdu_l4->pdu_type();
  232. // Check for IPv4: payload
  233. if (pdu_l3_type == PDU::PDUType::IP) {
  234. stats.checkPayload(pdu_l4);
  235. }
  236. if (p == PDU::PDUType::TCP) {
  237. TCP tcpPkt = (const TCP &) *pdu_l4;
  238. // Check TCP checksum
  239. if (pdu_l3_type == PDU::PDUType::IP) {
  240. stats.checkTCPChecksum(ipAddressSender, ipAddressReceiver, tcpPkt);
  241. }
  242. stats.incrementProtocolCount(ipAddressSender, "TCP");
  243. stats.increaseProtocolByteCount(ipAddressSender, "TCP", sizeCurrentPacket);
  244. // Conversation statistics
  245. stats.addConvStat(ipAddressSender, tcpPkt.sport(), ipAddressReceiver, tcpPkt.dport(), pkt.timestamp());
  246. // Window Size distribution
  247. int win = tcpPkt.window();
  248. stats.incrementWinCount(ipAddressSender, win);
  249. try {
  250. int val = tcpPkt.mss();
  251. // MSS distribution
  252. stats.incrementMSScount(ipAddressSender, val);
  253. } catch (Tins::option_not_found) {
  254. // Ignore MSS if option not set
  255. }
  256. stats.incrementPortCount(ipAddressSender, tcpPkt.sport(), ipAddressReceiver, tcpPkt.dport());
  257. stats.increasePortByteCount(ipAddressSender, tcpPkt.sport(), ipAddressReceiver, tcpPkt.dport(), sizeCurrentPacket);
  258. // UDP Packet
  259. } else if (p == PDU::PDUType::UDP) {
  260. const UDP udpPkt = (const UDP &) *pdu_l4;
  261. stats.incrementProtocolCount(ipAddressSender, "UDP");
  262. stats.increaseProtocolByteCount(ipAddressSender, "UDP", sizeCurrentPacket);
  263. stats.incrementPortCount(ipAddressSender, udpPkt.sport(), ipAddressReceiver, udpPkt.dport());
  264. stats.increasePortByteCount(ipAddressSender, udpPkt.sport(), ipAddressReceiver, udpPkt.dport(), sizeCurrentPacket);
  265. } else if (p == PDU::PDUType::ICMP) {
  266. stats.incrementProtocolCount(ipAddressSender, "ICMP");
  267. stats.increaseProtocolByteCount(ipAddressSender, "ICMP", sizeCurrentPacket);
  268. } else if (p == PDU::PDUType::ICMPv6) {
  269. stats.incrementProtocolCount(ipAddressSender, "ICMPv6");
  270. stats.increaseProtocolByteCount(ipAddressSender, "ICMPv6", sizeCurrentPacket);
  271. }
  272. }
  273. }
  274. /**
  275. * Writes the collected statistic data into a SQLite3 database located at database_path. Uses an existing
  276. * database or, if not present, creates a new database.
  277. * @param database_path The path to the database file, ending with .sqlite3.
  278. */
  279. void pcap_processor::write_to_database(std::string database_path) {
  280. stats.writeToDatabase(database_path);
  281. }
  282. /**
  283. * Checks whether the file with the given file path exists.
  284. * @param filePath The path to the file to check.
  285. * @return True iff the file exists, otherweise False.
  286. */
  287. bool inline pcap_processor::file_exists(const std::string &filePath) {
  288. struct stat buffer;
  289. return stat(filePath.c_str(), &buffer) == 0;
  290. }
  291. /*
  292. * Comment in if executable should be build & run
  293. * Comment out if library should be build
  294. */
  295. //int main() {
  296. // std::cout << "Starting application." << std::endl;
  297. // pcap_processor pcap = pcap_processor("/home/anonymous/Downloads/ID2T-toolkit/captures/col/capture_1.pcap", "True");
  298. //
  299. // long double t = pcap.get_timestamp_mu_sec(87);
  300. // std::cout << t << std::endl;
  301. //
  302. // time_t start, end;
  303. // time(&start);
  304. // pcap.collect_statistics();
  305. // time(&end);
  306. // double dif = difftime(end, start);
  307. // printf("Elapsed time is %.2lf seconds.", dif);
  308. // pcap.stats.writeToDatabase("/home/anonymous/Downloads/myDB.sqlite3");
  309. //
  310. // //std::string path = pcap.merge_pcaps("/tmp/tmp0okkfdx_");
  311. // //std::cout << path << std::endl;
  312. //
  313. // return 0;
  314. //}
  315. /*
  316. * Comment out if executable should be build & run
  317. * Comment in if library should be build
  318. */
  319. #include <boost/python.hpp>
  320. using namespace boost::python;
  321. BOOST_PYTHON_MODULE (libpcapreader) {
  322. class_<pcap_processor>("pcap_processor", init<std::string, std::string>())
  323. .def("merge_pcaps", &pcap_processor::merge_pcaps)
  324. .def("collect_statistics", &pcap_processor::collect_statistics)
  325. .def("get_timestamp_mu_sec", &pcap_processor::get_timestamp_mu_sec)
  326. .def("write_to_database", &pcap_processor::write_to_database)
  327. .def("get_db_version", &pcap_processor::get_db_version).staticmethod("get_db_version");
  328. }