Machine Learning and Security

Source codes about machine learning and security.

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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.
presented Black Hat USA 2018 Arsenal and DEF CON 26! AI Village.
GyoiThon
Next generation penetration test tool.
presented 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.
This tool will present at Black Hat ASIA 2016 Arsenal.