AI-Security

Cyber Security Issues of AI Systems

Deep Learning Framework Security

• Exposing Vulnerabilities in Deep Learning Frameworks (Talks at PoC 2017)
• Security Risks in Deep Learning Implementations(Paper at IEEE S&P DLS 2018)

Imaging Scaling Attacks

• Practical evading attacks on commercial AI image recognition services (Talks at PoC 2018)
• Seeing is Not Believing: Camouflage Attacks on Image Scaling Algorithms (Paper at USENIX Security 2019)

AI Model Security

• Checking Defects in Deep Learning AI Models (Talks at PoC 2019)