Cyber Security related self-learnings. CMPT 318: Cyber Security can be found Here
- KDD cup ‘99
- NSL-KDD (corrected dataset based off KDD cup ‘99’)
- UNSW_NB15
- 94.8% Accuracy
- 91% Accuracy with a feedforward neural network, 94.8% with Ensemble (of non neural network techniques, 'voting')
- Autoencoder of Anomaly Detection
- Upsupervised with PYOD, which is a "A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)"
- 94.8% Accuracy
- 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
- 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
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- Navigate Directories
- Download, Create, and Delete Files
- Execute custom CMD commands
- Get wifi Password list
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- Grab passwords saved in chrome and email them out
- Blog post
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- Download a file many times, but do not save the data. Useful for stressing out a network... possibly your own
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Rainbow table of serval hashing algorithm
- A simple hash lookup table, easily expandable to fit your needs