Source codes about machine learning and security.
- Cyber security and Machine Learning course
The elementary training course of Machine learning for security engineer. - Vulnerabilties 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 and DEF CON 26! AI Village. - GyoiThon
Next generation penetration test tool.
GyoiThon was presented at Black Hat ASIA 2018 Arsenal and DEF CON 26! Demo Labs. - Generator
Fully automatically generate numerous injection codes for web application assessment. - 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.
Isao Takaesu
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