Why Has Your Toaster Been through More Security Testing than AI Systems

Explore a thought-provoking conference talk from USENIX Enigma 2022 that delves into the critical issue of security testing for AI systems. Discover why everyday appliances like toasters undergo more rigorous safety certifications than the AI technologies driving crucial aspects of our lives. Learn about the importance of robust testing for security and privacy in smart devices, and question why AI systems deployed in healthcare, finance, transportation, and cybersecurity lack concrete assurances from vendors. Examine the applicability of existing standards and certifications to AI systems, and consider the universal benefits of securing these technologies. Gain valuable insights into the current state of AI security testing and the need for improved practices in this rapidly evolving field.

Intro
Overtrust
UL
Component Testing
AI Systems
Trust
Robustness
Who will benefit