Backdoor attacks & defense @ CVPR ’23: How to build and burn Trojan horses
Backdoor (or Trojan) attacks poison an AI model during training, essentially giving attackers the keys. This post summarizes CVPR ’23 research backdoor attacks and defense.
From “maybe” to “absolutely sure”: Certifiable security at CVPR ’23
Certifiable security (CS) gives security guarantees to AI models, which is highly desirable for practical AI applications. Learn about CS work at CVPR ’23 in this post.
How to see properly: Adversarial defense by data inspection
Data inspection is a promising adversarial defense technique. Inspecting the data properly can reveal and even remove adversarial attacks. This post summarizes data inspection work from CVPR ’23.