Machine Learning and Security

April 30, 2026 · View on GitHub

Source codes about machine learning and security.

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Cyber security and Machine Learning course
The elementary training course of Machine learning for security engineer.
Vulnerabilities of Machine Learning
Summary of Machine Learning vulnerability.
Analytics
Analyzing packet capture data using k-means.
CNN_test
Generate adversarial example against CNN.
Deep Exploit
Fully automatic penetration test tool using Machine Learning.
Deep Exploit was presented at Black Hat USA 2018 Arsenal , Black Hat EURO 2018 Arsenal and DEF CON 26! AI Village.
GyoiThon
Next generation penetration test tool.
GyoiThon was presented at Black Hat ASIA 2018 Arsenal , Black Hat ASIA 2019 Arsenal and DEF CON 26! Demo Labs.
DeepGenerator
Fully automatically generate numerous injection codes for web application assessment using Genetic Algorithm and Generative Adversarial Networks.
Recommender
Recommend optimal injection code for detecting web app vulnerabilities.
SAIVS (Spider Artificial Intelligence Vulnerability Scanner)
SAIVS is an artificial intelligence to find vulnerabilities in Web applications.
SAIVS was presented at Black Hat ASIA 2016 Arsenal.