Research Manuscript: Preventing Brain Drain: How to Secure Next Generation AI
Event TypeResearch Manuscript
TimeTuesday, July 12th3:30pm - 5:30pm PDT
Location3006, Level 3
DescriptionThis session presents state-of-art advances in next-generation AI/ML and machine learning security. The first three papers present advances in privacy-preserving machine learning, including work on protecting AI/ML hardware accelerators, and private deep learning inference using multi-party computation. The fourth paper secures hyper-dimensional computing hardware against fault injection attacks. The final paper describes a novel adversarial attack on spiking neural networks.