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CLI.py 7.4 KB

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  1. #! /usr/bin/env python3
  2. import argparse
  3. import sys
  4. from ID2TLib.Controller import Controller
  5. class LoadFromFile(argparse.Action):
  6. """
  7. Parses the parameter file given by application param -c/--config.
  8. """
  9. def __call__(self, parser, namespace, values, option_string=None):
  10. with values as f:
  11. parser.parse_args(f.read().split(), namespace)
  12. class CLI(object):
  13. def __init__(self):
  14. """
  15. Creates a new CLI object used to handle
  16. """
  17. # Reference to PcapFile object
  18. self.args = None
  19. self.attack_config = None
  20. def parse_arguments(self, args):
  21. """
  22. Defines the allowed application arguments and invokes the evaluation of the arguments.
  23. :param args: The application arguments
  24. """
  25. # Create parser for arguments
  26. parser = argparse.ArgumentParser(description="Intrusion Detection Dataset Toolkit (ID2T) - A toolkit for "
  27. "injecting synthetically created attacks into PCAP files.",
  28. prog="id2t")
  29. # Required arguments
  30. required_group = parser.add_argument_group('required arguments')
  31. required_args_group = required_group.add_mutually_exclusive_group(required=True)
  32. required_args_group.add_argument('-i', '--input', metavar="PCAP_FILE",
  33. help='path to the input pcap file')
  34. required_args_group.add_argument('-l', '--list-attacks', action='store_true')
  35. # Optional arguments
  36. parser.add_argument('-c', '--config', metavar='CONFIG_FILE', help='file containing configuration parameters.',
  37. action=LoadFromFile, type=open)
  38. parser.add_argument('-e', '--export',
  39. help='store statistics as a ".stat" file',
  40. action='store_true', default=False)
  41. parser.add_argument('-r', '--recalculate',
  42. help='recalculate statistics even if a cached version exists.',
  43. action='store_true', default=False)
  44. parser.add_argument('-s', '--statistics', help='print file statistics to stdout.', action='store_true',
  45. default=False)
  46. parser.add_argument('-p', '--plot', help='creates the following plots: the values distributions of TTL, MSS, Window Size, '
  47. 'protocol, and the novelty distributions of IP, port, TTL, MSS, Window Size,'
  48. ' and ToS. In addition to packets count in interval-wise.', action='append',
  49. nargs='?')
  50. parser.add_argument('-q', '--query', metavar="QUERY",
  51. action='append', nargs='?',
  52. help='query the statistics database. If no query is provided, the application enters query mode.')
  53. parser.add_argument('-t', '--extraTests', help='perform extra tests on the input pcap file, including calculating IP entropy'
  54. 'in interval-wise, TCP checksum, and checking payload availability.', action='store_true')
  55. parser.add_argument('-S', '--randomSeed', action='append', help='sets random seed for testing or benchmarking',
  56. nargs='+', default=[])
  57. # Attack arguments
  58. parser.add_argument('-a', '--attack', metavar="ATTACK", action='append',
  59. help='injects ATTACK into a PCAP file.', nargs='+')
  60. # Parse arguments
  61. self.args = parser.parse_args(args)
  62. self.process_arguments()
  63. def process_arguments(self):
  64. """
  65. Decide what to do with each of the command line parameters.
  66. """
  67. if self.args.list_attacks:
  68. # User wants to see the available attacks
  69. self.process_attack_listing()
  70. else:
  71. # User wants to process a PCAP
  72. self.process_pcap()
  73. def process_attack_listing(self):
  74. import pkgutil
  75. import importlib
  76. import Attack
  77. # Find all attacks, exclude some classes
  78. package = Attack
  79. attack_names = []
  80. for _, name, __ in pkgutil.iter_modules(package.__path__):
  81. if name != 'BaseAttack' and name != 'AttackParameters':
  82. attack_names.append(name)
  83. # List the attacks and their parameters
  84. emph_start = '\033[1m'
  85. emph_end = '\033[0m'
  86. for attack_name in attack_names:
  87. attack_module = importlib.import_module('Attack.{}'.format(attack_name))
  88. attack_class = getattr(attack_module, attack_name)
  89. # Instantiate the attack to get to its definitions.
  90. attack_obj = attack_class()
  91. print('* {}{}{}'.format(emph_start, attack_obj.attack_name, emph_end))
  92. print('\t- {}Description:{} {}'.format(emph_start, emph_end,
  93. attack_obj.attack_description))
  94. print('\t- {}Type:{} {}'.format(emph_start, emph_end,
  95. attack_obj.attack_type))
  96. print('\t- {}Supported Parameters:{}'.format(emph_start, emph_end), end=' ')
  97. # Get all the parameter names in a list and sort them
  98. param_list = []
  99. for key in attack_obj.supported_params:
  100. param_list.append(key.value)
  101. param_list.sort()
  102. # Print each parameter type per line
  103. last_prefix = None
  104. current_prefix = None
  105. for param in param_list:
  106. current_prefix = param.split('.')[0]
  107. if not last_prefix or current_prefix != last_prefix:
  108. print('\n\t + |', end=' ')
  109. print(param, end=' | ')
  110. last_prefix = current_prefix
  111. # Print an empty line
  112. print()
  113. def process_pcap(self):
  114. """
  115. Loads the application controller, the PCAP file statistics and if present, processes the given attacks. Evaluates
  116. given queries.
  117. """
  118. # Create ID2T Controller
  119. controller = Controller(self.args.input, self.args.extraTests)
  120. # Load PCAP statistics
  121. controller.load_pcap_statistics(self.args.export, self.args.recalculate, self.args.statistics)
  122. # Create statistics plots
  123. if self.args.plot is not None:
  124. controller.create_statistics_plot(self.args.plot)
  125. # Check random seed
  126. if not isinstance(self.args.randomSeed, list):
  127. self.args.randomSeed = [self.args.randomSeed]
  128. # Process attack(s) with given attack params
  129. if self.args.attack is not None:
  130. # If attack is present, load attack with params
  131. controller.process_attacks(self.args.attack, self.args.randomSeed)
  132. # Parameter -q without arguments was given -> go into query loop
  133. if self.args.query == [None]:
  134. controller.enter_query_mode()
  135. # Parameter -q with arguments was given -> process query
  136. elif self.args.query is not None:
  137. controller.process_db_queries(self.args.query, True)
  138. def main(args):
  139. """
  140. Creates a new CLI object and invokes the arguments parsing.
  141. :param args: The provided arguments
  142. """
  143. cli = CLI()
  144. # Check arguments
  145. cli.parse_arguments(args)
  146. # Uncomment to enable calling by terminal
  147. if __name__ == '__main__':
  148. main(sys.argv[1:])