1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310
|
#!/usr/bin/env python
'''
Script to convert a pcap file containing UDP and TCP packets to a corpus file.
'''
import sys, getopt, pprint, os
from sqlite3 import dbapi2 as sqlite
import pcap
from optparse import OptionParser
from socket import AF_INET, IPPROTO_UDP, IPPROTO_TCP, inet_ntop, ntohs, ntohl, inet_ntoa
import struct
from CorpusBuilder import CorpusBuilder
ETHERTYPE_IP = 0x0800 # IP protocol
ETHERTYPE_ARP = 0x0806 # Addr. resolution protocol
ETHERTYPE_REVARP = 0x8035 # reverse Addr. resolution protocol
ETHERTYPE_VLAN = 0x8100 # IEEE 802.1Q VLAN tagging
ETHERTYPE_IPV6 = 0x86dd # IPv6
#
# A dictionary of active TCP streams
#
tcp_streams = {}
#
# A dictionary of UDP streams
#
udp_streams = {}
#
# Current stream id
cur_stream_id = 0
def usage(exeName) :
errmsg = "Usage: %s -i <pcap-file> -o <sqlite-file>"
errmsg = errmsg % exeName
print >> sys.stderr, errmsg
sys.exit(-1)
class FiveTuple(object):
def __init__(self, protocol, src_addr, src_port, dst_addr, dst_port):
self.protocol = protocol
self.src_addr = src_addr
self.src_port = src_port
self.dst_addr = dst_addr
self.dst_port = dst_port
def __str__(self):
return "%d,%s,%d,%s,%d" % (self.protocol, self.src_addr, self.src_port, self.dst_addr, self.dst_port)
class UdpSegment:
"""Definition of a UDP segment
"""
def __init__(self, five_tuple, header, payload):
self.five_tuple = five_tuple
self.udp_header = header
self.udp_payload = payload
class TcpSegment:
"""Definition of a TCP segment
"""
def __init__(self, five_tuple, header, payload):
self.five_tuple = five_tuple
self.tcp_header = header
self.tcp_payload = payload
self.tcp_sequence_number, self.tcp_acknowledgement_number = struct.unpack('!LL', header[4:12])
def opt_isset_FIN(self):
opts = ord(self.tcp_header[13]) & 0x3F
return (opts & 0x01)
def opt_isset_SYN(self):
opts = ord(self.tcp_header[13]) & 0x3F
return (opts & 0x02)
def get_sequence_number(self):
return self.tcp_sequence_number
def __cmp__(self, other):
return cmp(self.tcp_sequence_number, other.tcp_sequence_number)
class TcpStream:
"""Definition of a TCP stream.
"""
TCP_STREAM_ACTIVE = 0x1
TCP_STREAM_CLOSED = 0x02
def __init__(self, five_tuple):
self.five_tuple = five_tuple
self.initial_sequence_number = 0
self.segments = []
def reset_stream(self):
self.segments = []
self.initial_sequence_number = 0
def set_initial_sequence_number(self, sequence_number):
self.initial_sequence_number = sequence_number
def append_segment(self, tcp_segment):
if len(self.segments) == 0:
self.set_initial_sequence_number(tcp_segment.get_sequence_number())
self.segments.append(tcp_segment)
def get_segments_sorted(self):
return sorted(self.segments)
class UdpStream:
"""A container for UDP packets that share the same 5-tuple
"""
def __init__(self, five_tuple):
self.five_tuple = five_tuple
self.segments = []
def append_segment(self, udp_segment):
self.segments.append(udp_segment)
def newStream(five_tuple):
'''
Create a new stream using the arguments passed-in and return its ID.
'''
global cur_stream_id
stream_id = cur_stream_id
cur_stream_id += 1
return stream_id
def process_tcp_segment(builder, segment):
"""Process a tcp segment. It checks for SYN and FIN segments are
if set modifies the associated stream.
"""
segment_id = str(segment.five_tuple)
if segment_id in tcp_streams:
m_tcp_stream = tcp_streams[segment_id]
m_tcp_stream.append_segment(segment)
else:
m_tcp_stream = TcpStream(segment.five_tuple)
m_tcp_stream.append_segment(segment)
tcp_streams[segment_id] = m_tcp_stream
if segment.opt_isset_SYN():
m_tcp_stream.segments = []
if segment.opt_isset_FIN():
#
# Finished with the stream - add the segments in the
# stream to db allowing the stream to be reused.
#
db_add_tcp_stream_segments(builder, m_tcp_stream)
del tcp_streams[segment_id]
def process_udp_segment(builder, segment):
""" Process a UDP segment. Given the connectionless nature of the UDP
protocol we simple accumulate the segment for later processing
when all the packets have been read
"""
segment_id = str(segment.five_tuple)
if segment_id in udp_streams:
m_udp_stream = udp_streams[segment_id]
m_udp_stream.append_segment(segment)
else:
m_udp_stream = UdpStream(segment.five_tuple)
m_udp_stream.append_segment(segment)
udp_streams[segment_id] = m_udp_stream
def db_add_tcp_stream_segments(builder, tcp_stream):
"""Add the contents of a tcp stream to the database
"""
tcp_segments = tcp_stream.get_segments_sorted()
last_sequence_num = 0
streamID = None
for tcp_segment in tcp_segments:
if (len(tcp_segment.tcp_payload) > 0) and (tcp_segment.tcp_sequence_number > last_sequence_num):
#
# Segment with an actual payload - add it to the stream's
# list of chunks.
#
# Note: delay creating the stream until we have a via chunk to
# commit to it
#
if streamID == None:
streamID = newStream(tcp_stream.five_tuple)
builder.add_chunk(streamID, tcp_segment.tcp_payload)
last_sequence_num = tcp_segment.tcp_sequence_number
def db_add_udp_stream_segments(builder, udp_stream):
"""Add the contents of a UDP stream to the database. Since UDP is
connection-less, a UDP stream object is really just an accumulation
of all the packets associated with a given 5-tuple.
"""
udp_segments = udp_stream.segments
streamID = None
for udp_segment in udp_segments:
if len(udp_segment.udp_payload) > 0:
if streamID == None:
streamID = newStream(udp_stream.five_tuple)
builder.add_chunk(streamID, udp_segment.udp_payload)
def enchunk_pcap(pcapFN, sqliteFN):
"""Read the contents of a pcap file with name @pcapFN and produce
a sqlite db with name @sqliteFN. It will contain chunks of data
from TCP and UDP streams,
"""
if not os.path.exists(pcapFN):
print >> sys.stderr, "Input file '%s' does not exist. Exiting." % pcapFN
sys.exit(-1)
builder = CorpusBuilder(sqliteFN)
#
# Read in the contents of the pcap file, adding stream segments as found
#
pkt_cnt = 0
ip_pkt_cnt = 0
ip_pkt_off = 0
unsupported_ip_protocol_cnt = 0
pcap_ref = pcap.pcap(pcapFN)
done = False
while not done:
try:
ts, packet = pcap_ref.next()
except:
break
pkt_cnt += 1
linkLayerType = struct.unpack('!H', packet[(pcap_ref.dloff - 2):pcap_ref.dloff])[0]
#
# We're only interested in IP packets
#
if linkLayerType == ETHERTYPE_VLAN:
linkLayerType = struct.unpack('!H', packet[(pcap_ref.dloff + 2):(pcap_ref.dloff + 4)])[0]
if linkLayerType != ETHERTYPE_IP:
continue
else:
ip_pkt_off = pcap_ref.dloff + 4
elif linkLayerType == ETHERTYPE_IP:
ip_pkt_off = pcap_ref.dloff
else:
continue
ip_pkt_cnt += 1
ip_pkt_total_len = struct.unpack('!H', packet[ip_pkt_off + 2: ip_pkt_off + 4])[0]
ip_pkt = packet[ip_pkt_off:ip_pkt_off + ip_pkt_total_len]
pkt_protocol = struct.unpack('B', ip_pkt[9])[0]
if (pkt_protocol != IPPROTO_UDP) and (pkt_protocol != IPPROTO_TCP):
#
# we're only interested in UDP and TCP packets at the moment
#
continue
pkt_src_addr = inet_ntoa(ip_pkt[12:16])
pkt_dst_addr = inet_ntoa(ip_pkt[16:20])
ip_hdr_len_offset = (ord(ip_pkt[0]) & 0x0f) * 4
ip_payload = ip_pkt[ip_hdr_len_offset:len(ip_pkt)]
pkt_src_port, pkt_dst_port = struct.unpack('!HH', ip_payload[0:4])
five_tuple = FiveTuple(pkt_protocol, pkt_src_addr, pkt_src_port, pkt_dst_addr, pkt_dst_port)
five_tuple_id = str(five_tuple)
if pkt_protocol == IPPROTO_UDP:
udp_payload_len = struct.unpack('!H', ip_payload[4:6])[0] - 8
udp_header = ip_payload[0:8]
udp_payload = ip_payload[8:len(ip_payload)]
udp_segment = UdpSegment(five_tuple, udp_header, udp_payload)
process_udp_segment(builder, udp_segment)
elif pkt_protocol == IPPROTO_TCP:
tcp_hdr_len = (ord(ip_payload[12]) >> 4) * 4
tcp_header = ip_payload[0:tcp_hdr_len]
tcp_payload = ip_payload[tcp_hdr_len:len(ip_payload)]
segment = TcpSegment(five_tuple, tcp_header, tcp_payload)
process_tcp_segment(builder, segment)
#
# Having read the contents of the pcap, we fill the database with any
# remaining TCP and UDP segments
#
for tcp_stream in tcp_streams.itervalues():
db_add_tcp_stream_segments(builder, tcp_stream)
for udp_stream in udp_streams.itervalues():
db_add_udp_stream_segments(builder, udp_stream)
#
# We've finished with the database
#
builder.finish()
if __name__ == '__main__' :
args = getopt.getopt(sys.argv[1:], 'i:o:')
args = dict(args[0])
requiredKeys = [ '-i', '-o']
for k in requiredKeys :
if not args.has_key(k) :
usage(os.path.basename(sys.argv[0]))
fnArgs = tuple([ args[k] for k in requiredKeys ])
enchunk_pcap(*fnArgs)
|