pcap_processor.cpp 11 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) : filePath(path) {
  8. }
  9. /**
  10. * Iterates over all packets, starting by packet no. 1, and stops if
  11. * after_packet_number equals the current packet number.
  12. * @param after_packet_number The packet position in the PCAP file whose timestamp is wanted.
  13. * @return The timestamp of the last processed packet plus 1 microsecond.
  14. */
  15. long double pcap_processor::get_timestamp_mu_sec(const int after_packet_number) {
  16. if (file_exists(filePath)) {
  17. FileSniffer sniffer(filePath);
  18. int current_packet = 1;
  19. for (SnifferIterator i = sniffer.begin(); i != sniffer.end(); i++) {
  20. if (after_packet_number == current_packet) {
  21. const Timestamp &ts = i->timestamp();
  22. return (long double) ((ts.seconds() * 1000000) + ts.microseconds() + 1);
  23. }
  24. current_packet++;
  25. }
  26. }
  27. return -1.0;
  28. }
  29. /**
  30. * Merges two PCAP files, given by paths in filePath and parameter pcap_path.
  31. * @param pcap_path The path to the file which should be merged with the loaded PCAP file.
  32. * @return The string containing the file path to the merged PCAP file.
  33. */
  34. std::string pcap_processor::merge_pcaps(const std::string pcap_path) {
  35. // Build new filename with timestamp
  36. // Build timestamp
  37. time_t curr_time = time(0);
  38. char buff[1024];
  39. struct tm *now = localtime(&curr_time);
  40. strftime(buff, sizeof(buff), "%Y%m%d-%H%M%S", now);
  41. std::string tstmp(buff);
  42. // Replace filename with 'timestamp_filename'
  43. std::string new_filepath = filePath;
  44. const std::string &newExt = "_" + tstmp + ".pcap";
  45. std::string::size_type h = new_filepath.rfind('.', new_filepath.length());
  46. if (h != std::string::npos) {
  47. new_filepath.replace(h, newExt.length(), newExt);
  48. } else {
  49. new_filepath.append(newExt);
  50. }
  51. FileSniffer sniffer_base(filePath);
  52. SnifferIterator iterator_base = sniffer_base.begin();
  53. FileSniffer sniffer_attack(pcap_path);
  54. SnifferIterator iterator_attack = sniffer_attack.begin();
  55. PacketWriter writer(new_filepath, PacketWriter::ETH2);
  56. bool all_attack_pkts_processed = false;
  57. // Go through base PCAP and merge packets by timestamp
  58. for (; iterator_base != sniffer_base.end();) {
  59. auto tstmp_base = (iterator_base->timestamp().seconds()) + (iterator_base->timestamp().microseconds()*1e-6);
  60. auto tstmp_attack = (iterator_attack->timestamp().seconds()) + (iterator_attack->timestamp().microseconds()*1e-6);
  61. if (!all_attack_pkts_processed && tstmp_attack <= tstmp_base) {
  62. try {
  63. writer.write(*iterator_attack);
  64. } catch (serialization_error) {
  65. std::cout << std::setprecision(15) << "Could not serialize attack packet with timestamp " << tstmp_attack << std::endl;
  66. }
  67. iterator_attack++;
  68. if (iterator_attack == sniffer_attack.end())
  69. all_attack_pkts_processed = true;
  70. } else {
  71. try {
  72. writer.write(*iterator_base);
  73. } catch (serialization_error) {
  74. std::cout << "Could not serialize base packet with timestamp " << std::setprecision(15) << tstmp_attack << std::endl;
  75. }
  76. iterator_base++;
  77. }
  78. }
  79. // This may happen if the base PCAP is smaller than the attack PCAP
  80. // In this case append the remaining packets of the attack PCAP
  81. for (; iterator_attack != sniffer_attack.end(); iterator_attack++) {
  82. try {
  83. writer.write(*iterator_attack);
  84. } catch (serialization_error) {
  85. auto tstmp_attack = (iterator_attack->timestamp().seconds()) + (iterator_attack->timestamp().microseconds()*1e-6);
  86. std::cout << "Could not serialize attack packet with timestamp " << std::setprecision(15) << tstmp_attack << std::endl;
  87. }
  88. }
  89. return new_filepath;
  90. }
  91. /**
  92. * Collect statistics of the loaded PCAP file. Calls for each packet the method process_packets.
  93. */
  94. void pcap_processor::collect_statistics() {
  95. // Only process PCAP if file exists
  96. if (file_exists(filePath)) {
  97. std::cout << "Loading pcap..." << std::endl;
  98. FileSniffer sniffer(filePath);
  99. SnifferIterator i = sniffer.begin();
  100. Tins::Timestamp lastProcessedPacket;
  101. // Save timestamp of first packet
  102. stats.setTimestampFirstPacket(i->timestamp());
  103. int counter=0;
  104. // Iterate over all packets and collect statistics
  105. for (; i != sniffer.end(); i++) {
  106. // Aidmar
  107. if(counter%1000==0){
  108. stats.addIPEntropy();
  109. }
  110. stats.incrementPacketCount();
  111. this->process_packets(*i);
  112. lastProcessedPacket = i->timestamp();
  113. counter++;
  114. }
  115. // Save timestamp of last packet into statistics
  116. stats.setTimestampLastPacket(lastProcessedPacket);
  117. }
  118. }
  119. /**
  120. * Analyzes a given packet and collects statistical information.
  121. * @param pkt The packet to get analyzed.
  122. */
  123. void pcap_processor::process_packets(const Packet &pkt) {
  124. // Layer 2: Data Link Layer ------------------------
  125. std::string macAddressSender = "";
  126. std::string macAddressReceiver = "";
  127. const PDU *pdu_l2 = pkt.pdu();
  128. uint32_t sizeCurrentPacket = pdu_l2->size();
  129. if (pdu_l2->pdu_type() == PDU::ETHERNET_II) {
  130. EthernetII eth = (const EthernetII &) *pdu_l2;
  131. macAddressSender = eth.src_addr().to_string();
  132. macAddressReceiver = eth.dst_addr().to_string();
  133. sizeCurrentPacket = eth.size();
  134. }
  135. stats.addPacketSize(sizeCurrentPacket);
  136. // Layer 3 - Network -------------------------------
  137. const PDU *pdu_l3 = pkt.pdu()->inner_pdu();
  138. const PDU::PDUType pdu_l3_type = pdu_l3->pdu_type();
  139. std::string ipAddressSender;
  140. std::string ipAddressReceiver;
  141. // PDU is IPv4
  142. if (pdu_l3_type == PDU::PDUType::IP) {
  143. const IP &ipLayer = (const IP &) *pdu_l3;
  144. ipAddressSender = ipLayer.src_addr().to_string();
  145. ipAddressReceiver = ipLayer.dst_addr().to_string();
  146. // IP distribution
  147. stats.addIpStat_packetSent(ipAddressSender, ipLayer.dst_addr().to_string(), sizeCurrentPacket);
  148. // TTL distribution
  149. stats.incrementTTLcount(ipAddressSender, ipLayer.ttl());
  150. // Protocol distribution
  151. stats.incrementProtocolCount(ipAddressSender, "IPv4");
  152. // Assign IP Address to MAC Address
  153. stats.assignMacAddress(ipAddressSender, macAddressSender);
  154. stats.assignMacAddress(ipAddressReceiver, macAddressReceiver);
  155. } // PDU is IPv6
  156. else if (pdu_l3_type == PDU::PDUType::IPv6) {
  157. const IPv6 &ipLayer = (const IPv6 &) *pdu_l3;
  158. ipAddressSender = ipLayer.src_addr().to_string();
  159. ipAddressReceiver = ipLayer.dst_addr().to_string();
  160. // IP distribution
  161. stats.addIpStat_packetSent(ipAddressSender, ipLayer.dst_addr().to_string(), sizeCurrentPacket);
  162. // TTL distribution
  163. stats.incrementTTLcount(ipAddressSender, ipLayer.hop_limit());
  164. // Protocol distribution
  165. stats.incrementProtocolCount(ipAddressSender, "IPv6");
  166. // Assign IP Address to MAC Address
  167. stats.assignMacAddress(ipAddressSender, macAddressSender);
  168. stats.assignMacAddress(ipAddressReceiver, macAddressReceiver);
  169. } else {
  170. std::cout << "Unknown PDU Type on L3: " << pdu_l3_type << std::endl;
  171. }
  172. // Layer 4 - Transport -------------------------------
  173. const PDU *pdu_l4 = pdu_l3->inner_pdu();
  174. if (pdu_l4 != 0) {
  175. // Protocol distribution - layer 4
  176. PDU::PDUType p = pdu_l4->pdu_type();
  177. if (p == PDU::PDUType::TCP) {
  178. TCP tcpPkt = (const TCP &) *pdu_l4;
  179. stats.incrementProtocolCount(ipAddressSender, "TCP");
  180. try {
  181. int val = tcpPkt.mss();
  182. stats.addMSS(ipAddressSender, val);
  183. // Aidmar
  184. // MSS distribution
  185. stats.incrementMSScount(ipAddressSender, val);
  186. // Check window size for SYN noly
  187. if(tcpPkt.get_flag(TCP::SYN)) {
  188. int win = tcpPkt.window();
  189. stats.incrementWinCount(ipAddressSender, win);
  190. }
  191. // Aidmar
  192. // Flow statistics
  193. stats.addFlowStat(ipAddressSender, tcpPkt.sport(), ipAddressReceiver, tcpPkt.dport());
  194. } catch (Tins::option_not_found) {
  195. // Ignore MSS if option not set
  196. }
  197. stats.incrementPortCount(ipAddressSender, tcpPkt.sport(), ipAddressReceiver, tcpPkt.dport());
  198. } else if (p == PDU::PDUType::UDP) {
  199. const UDP udpPkt = (const UDP &) *pdu_l4;
  200. stats.incrementProtocolCount(ipAddressSender, "UDP");
  201. stats.incrementPortCount(ipAddressSender, udpPkt.sport(), ipAddressReceiver, udpPkt.dport());
  202. } else if (p == PDU::PDUType::ICMP) {
  203. stats.incrementProtocolCount(ipAddressSender, "ICMP");
  204. } else if (p == PDU::PDUType::ICMPv6) {
  205. stats.incrementProtocolCount(ipAddressSender, "ICMPv6");
  206. }
  207. }
  208. }
  209. /**
  210. * Writes the collected statistic data into a SQLite3 database located at database_path. Uses an existing
  211. * database or, if not present, creates a new database.
  212. * @param database_path The path to the database file, ending with .sqlite3.
  213. */
  214. void pcap_processor::write_to_database(std::string database_path) {
  215. stats.writeToDatabase(database_path);
  216. }
  217. /**
  218. * Checks whether the file with the given file path exists.
  219. * @param filePath The path to the file to check.
  220. * @return True iff the file exists, otherweise False.
  221. */
  222. bool inline pcap_processor::file_exists(const std::string &filePath) {
  223. struct stat buffer;
  224. return stat(filePath.c_str(), &buffer) == 0;
  225. }
  226. /*
  227. * Comment in if executable should be build & run
  228. * Comment out if library should be build
  229. */
  230. ///*int main() {
  231. // std::cout << "Starting application." << std::endl;
  232. // //pcap_processor pcap = pcap_processor("/mnt/hgfs/datasets/95M.pcap");
  233. ////pcap_processor pcap = pcap_processor("/home/pjattke/temp/test_me_short.pcap");
  234. // pcap_processor pcap = pcap_processor("/tmp/tmp0hhz2oia");
  235. ////long double t = pcap.get_timestamp_mu_sec(87);
  236. //// std::cout << t << std::endl;
  237. //
  238. //// time_t start, end;
  239. //// time(&start);
  240. //// pcap.collect_statistics();
  241. //// time(&end);
  242. //// double dif = difftime(end, start);
  243. //// printf("Elapsed time is %.2lf seconds.", dif);
  244. //// pcap.stats.writeToDatabase("/home/pjattke/myDB.sqlite3");
  245. //
  246. // std::string path = pcap.merge_pcaps("/tmp/tmp0okkfdx_");
  247. // std::cout << path << std::endl;
  248. //
  249. //
  250. // return 0;
  251. //}*/
  252. /*
  253. * Comment out if executable should be build & run
  254. * Comment in if library should be build
  255. */
  256. #include <boost/python.hpp>
  257. using namespace boost::python;
  258. BOOST_PYTHON_MODULE (libpcapreader) {
  259. class_<pcap_processor>("pcap_processor", init<std::string>())
  260. .def("merge_pcaps", &pcap_processor::merge_pcaps)
  261. .def("collect_statistics", &pcap_processor::collect_statistics)
  262. .def("get_timestamp_mu_sec", &pcap_processor::get_timestamp_mu_sec)
  263. .def("write_to_database", &pcap_processor::write_to_database);
  264. }