Attacking and Defending Machine Learning Applications of Public Cloud

Explore the vulnerabilities and defense strategies for Machine Learning applications in public cloud environments in this 20-minute Black Hat conference talk. Delve into the extensive deployment of ML techniques for computer vision tasks, particularly visual classification problems, where new algorithms claim to match or surpass human performance. Join speakers Dou Goodman, Yang Wang, and Hao Xin as they discuss critical aspects of ML security in cloud-based systems, providing valuable insights for both offensive and defensive cybersecurity professionals.