#! /usr/bin/env python3 import argparse import sys import random import numpy import hashlib from ID2TLib.Controller import Controller class LoadFromFile(argparse.Action): """ Parses the parameter file given by application param -c/--config. """ def __call__(self, parser, namespace, values, option_string=None): with values as f: parser.parse_args(f.read().split(), namespace) class CLI(object): def __init__(self): """ Creates a new CLI object used to handle """ # Reference to PcapFile object self.args = None self.attack_config = None def parse_arguments(self, args): """ Defines the allowed application arguments and invokes the evaluation of the arguments. :param args: The application arguments """ # Create parser for arguments parser = argparse.ArgumentParser(description="Intrusion Detection Dataset Toolkit (ID2T) - A toolkit for " "injecting synthetically created attacks into PCAP files.", prog="id2t") # Required arguments required_group = parser.add_argument_group('required arguments') required_args_group = required_group.add_mutually_exclusive_group(required=True) required_args_group.add_argument('-i', '--input', metavar="PCAP_FILE", help='path to the input pcap file') required_args_group.add_argument('-l', '--list-attacks', action='store_true') # Optional arguments parser.add_argument('-c', '--config', metavar='CONFIG_FILE', help='file containing configuration parameters.', action=LoadFromFile, type=open) parser.add_argument('-e', '--export', help='store statistics as a ".stat" file', action='store_true', default=False) parser.add_argument('-r', '--recalculate', help='recalculate statistics even if a cached version exists.', action='store_true', default=False) parser.add_argument('-s', '--statistics', help='print file statistics to stdout.', action='store_true', default=False) parser.add_argument('-p', '--plot', help='creates the following plots: the values distributions of TTL, MSS, Window Size, ' 'protocol, and the novelty distributions of IP, port, TTL, MSS, Window Size,' ' and ToS. In addition to packets count in interval-wise.', action='append', nargs='?') parser.add_argument('-q', '--query', metavar="QUERY", action='append', nargs='?', help='query the statistics database. If no query is provided, the application enters query mode.') parser.add_argument('-t', '--extraTests', help='perform extra tests on the input pcap file, including calculating IP entropy' 'in interval-wise, TCP checksum, and checking payload availability.', action='store_true') parser.add_argument('--seed', help='random seed for the program, call the program with the same seed to get the same output') # Attack arguments parser.add_argument('-a', '--attack', metavar="ATTACK", action='append', help='injects ATTACK into a PCAP file.', nargs='+') # Parse arguments self.args = parser.parse_args(args) self.process_arguments() def process_arguments(self): """ Decide what to do with each of the command line parameters. """ if self.args.seed is not None: self.seed_rng(self.args.seed) if self.args.list_attacks: # User wants to see the available attacks self.process_attack_listing() else: # User wants to process a PCAP self.process_pcap() def seed_rng(self, seed): try: # try to convert the seed to int seed = int(seed) except: # otherwise use the strings hash hashed_seed = hashlib.sha1(seed.encode()).digest() seed = int.from_bytes(hashed_seed, byteorder="little") & 0xffffffff # convert hash to 32-bit integer random.seed(seed) numpy.random.seed(seed) def process_attack_listing(self): import pkgutil import importlib import Attack # Find all attacks, exclude some classes package = Attack attack_names = [] for _, name, __ in pkgutil.iter_modules(package.__path__): if name != 'BaseAttack' and name != 'AttackParameters': attack_names.append(name) # List the attacks and their parameters emph_start = '\033[1m' emph_end = '\033[0m' for attack_name in attack_names: attack_module = importlib.import_module('Attack.{}'.format(attack_name)) attack_class = getattr(attack_module, attack_name) # Instantiate the attack to get to its definitions. attack_obj = attack_class() print('* {}{}{}'.format(emph_start, attack_obj.attack_name, emph_end)) print('\t- {}Description:{} {}'.format(emph_start, emph_end, attack_obj.attack_description)) print('\t- {}Type:{} {}'.format(emph_start, emph_end, attack_obj.attack_type)) print('\t- {}Supported Parameters:{}'.format(emph_start, emph_end), end=' ') # Get all the parameter names in a list and sort them param_list = [] for key in attack_obj.supported_params: param_list.append(key.value) param_list.sort() # Print each parameter type per line last_prefix = None current_prefix = None for param in param_list: current_prefix = param.split('.')[0] if not last_prefix or current_prefix != last_prefix: print('\n\t + |', end=' ') print(param, end=' | ') last_prefix = current_prefix # Print an empty line print() def process_pcap(self): """ Loads the application controller, the PCAP file statistics and if present, processes the given attacks. Evaluates given queries. """ # Create ID2T Controller controller = Controller(self.args.input, self.args.extraTests) # Load PCAP statistics controller.load_pcap_statistics(self.args.export, self.args.recalculate, self.args.statistics) # Create statistics plots if self.args.plot is not None: controller.create_statistics_plot(self.args.plot) # Process attack(s) with given attack params if self.args.attack is not None: # If attack is present, load attack with params controller.process_attacks(self.args.attack) # Parameter -q without arguments was given -> go into query loop if self.args.query == [None]: controller.enter_query_mode() # Parameter -q with arguments was given -> process query elif self.args.query is not None: controller.process_db_queries(self.args.query, True) def main(args): """ Creates a new CLI object and invokes the arguments parsing. :param args: The provided arguments """ cli = CLI() # Check arguments cli.parse_arguments(args) # Uncomment to enable calling by terminal if __name__ == '__main__': main(sys.argv[1:])