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Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

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alik604/cyber-security

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Cyber Security

Cyber Security related self-learnings. CMPT 318: Cyber Security can be found Here

Projects Here

Network Intrusion Detection

Financial Anomaly Detection

  • SPX 500 pointing out oddities from the past in an unsupervised manner
    • Some argue the stock market is a random signal, which tends to have a positive trend in the long run. So, I tried Anomaly Detection on it. Perhaps it's an extream bull run and bear run detector

Utilities

  • Rainbow Table of several Hashing Algorithms* A simple hash lookup table
  • Bandwidth Hog
    • Download a file many times, but do not save the data. Useful for stressing out a network... possibly your own
  • File (de)Encryption
    • boilerplate code for my latter use
  • unExpectedProcessChecker
    • outputs the mutually exclusive set of processes, given set A, which is hardcoded, and set B, which is from the windows environment being run on
  • Simple keylogger
  • Dos script

Related projects

  1. CMPT 318: Cyber Security

  2. myPybackdoor

    • Navigate Directories
    • Download, Create, and Delete Files
    • Execute custom CMD commands
    • Get wifi Password list
  3. chromePasswordThief

    • Grab passwords saved in chrome and email them out
    • Blog post
  4. bandwidth-hog

    • Download a file many times, but do not save the data. Useful for stressing out a network... possibly your own
  5. Rainbow table of serval hashing algorithm

    • A simple hash lookup table, easily expandable to fit your needs