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