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 , 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.

Isao Takaesu
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