Machine Learning and Security

Source codes about machine learning and security.

Line up.

• 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.

Contact us

Isao Takaesu
takaesu235@gmail.com
https://twitter.com/bbr_bbq