mirror of https://github.com/CIRCL/AIL-framework
117 lines
3.7 KiB
Python
Executable File
117 lines
3.7 KiB
Python
Executable File
#!/usr/bin/env python3
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# -*-coding:UTF-8 -*
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"""
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The ZMQ_PubSub_Categ Module
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============================
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Each words files created under /files/ are representing categories.
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This modules take these files and compare them to
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the content of an item.
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When a word from a item match one or more of these words file, the filename of
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the item / zhe item id is published/forwarded to the next modules.
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Each category (each files) are representing a dynamic channel.
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This mean that if you create 1000 files under /files/ you'll have 1000 channels
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where every time there is a matching word to a category, the item containing
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this word will be pushed to this specific channel.
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..note:: The channel will have the name of the file created.
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Implementing modules can start here, create your own category file,
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and then create your own module to treat the specific paste matching this
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category.
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Requirements
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------------
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*Need running Redis instances. (Redis)
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*Categories files of words in /files/ need to be created
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"""
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##################################
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# Import External packages
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##################################
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import argparse
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import os
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import re
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import sys
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sys.path.append(os.environ['AIL_BIN'])
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##################################
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# Import Project packages
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##################################
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from modules.abstract_module import AbstractModule
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from packages.Item import Item
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class Categ(AbstractModule):
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"""
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Categ module for AIL framework
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"""
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def __init__(self, categ_files_dir=os.path.join(os.environ['AIL_HOME'], 'files')):
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"""
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Init Categ
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"""
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super(Categ, self).__init__()
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self.categ_files_dir = categ_files_dir
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# default = 1 string
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self.matchingThreshold = self.process.config.getint("Categ", "matchingThreshold")
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self.reload_categ_words()
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self.redis_logger.info("Script Categ started")
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# # TODO: trigger reload on change ( save last reload time, ...)
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def reload_categ_words(self):
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categories = ['CreditCards', 'Mail', 'Onion', 'Urls', 'Credential', 'Cve', 'ApiKey']
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tmp_dict = {}
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for filename in categories:
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bname = os.path.basename(filename)
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tmp_dict[bname] = []
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with open(os.path.join(self.categ_files_dir, filename), 'r') as f:
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patterns = [r'%s' % ( re.escape(s.strip()) ) for s in f]
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tmp_dict[bname] = re.compile('|'.join(patterns), re.IGNORECASE)
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self.categ_words = tmp_dict.items()
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def compute(self, message, r_result=False):
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# Create Item Object
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item = Item(message)
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# Get item content
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content = item.get_content()
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categ_found = []
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# Search for pattern categories in item content
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for categ, pattern in self.categ_words:
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found = set(re.findall(pattern, content))
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lenfound = len(found)
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if lenfound >= self.matchingThreshold:
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categ_found.append(categ)
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msg = f'{item.get_id()} {lenfound}'
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# Export message to categ queue
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print(msg, categ)
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self.send_message_to_queue(msg, categ)
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self.redis_logger.info(
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f'Categ;{item.get_source()};{item.get_date()};{item.get_basename()};Detected {lenfound} as {categ};{item.get_id()}')
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if r_result:
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return categ_found
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if __name__ == '__main__':
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# SCRIPT PARSER #
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parser = argparse.ArgumentParser(description='Start Categ module on files.')
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parser.add_argument(
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'-d', type=str, default=os.path.join(os.environ['AIL_HOME'], 'files'),
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help='Path to the directory containing the category files.',
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action='store')
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args = parser.parse_args()
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module = Categ(categ_files_dir=args.d)
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module.run()
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