+++ /dev/null
-#!/usr/bin/python
-
-"""
-Script that takes a file (output by wireshark/tshark, in JSON format) and analyze
-the packet inter-arrival times of a certain device at a certain time.
-"""
-
-import sys
-import json
-import numpy as np
-from collections import defaultdict
-from dateutil import parser
-from decimal import *
-
-JSON_KEY_SOURCE = "_source"
-JSON_KEY_LAYERS = "layers"
-
-JSON_KEY_ETH = "eth"
-JSON_KEY_ETH_DST = "eth.dst"
-JSON_KEY_ETH_SRC = "eth.src"
-JSON_KEY_FRAME = "frame"
-JSON_KEY_FRAME_TIME = "frame.time_epoch"
-TABLE_HEADER_X = "Packet number"
-TABLE_HEADER_Y = "Time (seconds)"
-INCOMING_APPENDIX = "_incoming"
-OUTGOING_APPENDIX = "_outgoing"
-FILE_APPENDIX = ".dat"
-
-
-def save_to_file(tblheader, timestamp_list, filenameout):
- """ Show summary of statistics of PCAP file
- Args:
- tblheader: header for the saved table
- dictionary: dictionary to be saved
- filename_out: file name to save
- """
- # Appending, not overwriting!
- f = open(filenameout, 'a')
- # Write the table header
- f.write("# " + tblheader + "\n")
- f.write("# " + TABLE_HEADER_X + " " + TABLE_HEADER_Y + "\n")
- # Write "0 0" if dictionary is empty
- if not timestamp_list:
- f.write("0 0")
- f.close()
- print "Writing zeroes to file: ", filenameout
- return
- ind = 0
- # Iterate over list and write index-value pairs
- for val in timestamp_list:
- # Space separated
- f.write(str(ind) + " " + str(timestamp_list[ind]) + "\n")
- ind += 1
- f.close()
- print "Writing output to file: ", filenameout
-
-
-def main():
- """ Main function
- """
- if len(sys.argv) < 5:
- print "Usage: python", sys.argv[0], "<input_file> <output_file> <device_name> <mac_address>"
- return
- # Parse the file for the specified MAC address
- timestamplist_incoming = parse_json(sys.argv[1], sys.argv[4], True)
- timestamplist_outgoing = parse_json(sys.argv[1], sys.argv[4], False)
- # Write statistics into file
- print "====================================================================="
- print "==> Analyzing incoming traffic ..."
- save_to_file(sys.argv[3] + INCOMING_APPENDIX, timestamplist_incoming, sys.argv[2] + INCOMING_APPENDIX + FILE_APPENDIX)
- print "====================================================================="
- print "==> Analyzing outgoing traffic ..."
- save_to_file(sys.argv[3] + OUTGOING_APPENDIX, timestamplist_outgoing, sys.argv[2] + OUTGOING_APPENDIX + FILE_APPENDIX)
- print "====================================================================="
-
-
-# Convert JSON file containing DNS traffic to a map in which a hostname points to its set of associated IPs.
-def parse_json(filepath, macaddress, incomingoutgoing):
- """ Show summary of statistics of PCAP file
- Args:
- filepath: path of the read file
- macaddress: MAC address of a device to analyze
- """
- # Maps timestamps to frequencies of packets
- timestamplist = list()
- with open(filepath) as jf:
- # Read JSON.
- # data becomes reference to root JSON object (or in our case json array)
- data = json.load(jf)
- # Loop through json objects in data
- # Each entry is a pcap entry (request/response (packet) and associated metadata)
- # Preserve two pointers prev and curr to iterate over the timestamps
- prev = None
- curr = None
- for p in data:
- # p is a JSON object, not an index
- layers = p[JSON_KEY_SOURCE][JSON_KEY_LAYERS]
- # Get timestamp
- frame = layers.get(JSON_KEY_FRAME, None)
- timestamp = Decimal(frame.get(JSON_KEY_FRAME_TIME, None))
- # Get into the Ethernet address part
- eth = layers.get(JSON_KEY_ETH, None)
- # Skip any non DNS traffic
- if eth is None:
- print "[ WARNING: Packet has no ethernet address! ]"
- continue
- # Get source and destination MAC addresses
- src = eth.get(JSON_KEY_ETH_SRC, None)
- dst = eth.get(JSON_KEY_ETH_DST, None)
- # Get and count the traffic for the specified MAC address
- if incomingoutgoing:
- if dst == macaddress:
- # Check if timestamp already exists in the map
- # If yes, then just increment the frequency value...
- print str(timestamp) + " - src:" + str(src) + " - dest:" + str(dst)
- curr = timestamp
- if prev is not None:
- inter_arrival_time = curr - prev
- timestamplist.append(inter_arrival_time)
- prev = curr
- else:
- if src == macaddress:
- # Check if timestamp already exists in the map
- # If yes, then just increment the frequency value...
- print str(timestamp) + " - src:" + str(src) + " - dest:" + str(dst)
- curr = timestamp
- if prev is not None:
- inter_arrival_time = curr - prev
- timestamplist.append(inter_arrival_time)
- prev = curr
-
- return timestamplist
-
-
-if __name__ == '__main__':
- main()
-