Blog

Adversarial Machine Learning References

Events/Communities

• Conference on Applied Machine Learning for Information Security (CAMLIS)
• AI Village
• MITRE ATLAS

Tools

• Adversarial Robustness Toolbox
• Privacy Raven
• Garak
• vec2text
• fickling
• TextAttack

Other

• Training: Exploring Adversarial Machine Learning
• Training: AI Security Fundamentals
• Adversarial Robustness - Theory and Practice
• Adversarial Machine Learning Reading List
• Trustworthy Machine Learning
• Awesome Attacks on Machine Learning Privacy
• Hacking Neural Networks: A Short Introduction
• CY 7790: Special Topics in Security and Privacy: Machine Learning Security and Privacy
• ECE1784H: Trustworthy Machine Learning
• 6.883 Science of Deep Learning: Bridging Theory and Practice