TPU As Cryptographic Accelerator: At Google Cloud Research Innovator Showcase
Abstract
Talk at Google Cloud Research Innovator Showcase on using TPUs as cryptographic accelerators.
Key points:
- Leveraging AI hardware (TPUs/NPUs) for polynomial multiplication
- Accelerating Fully Homomorphic Encryption (FHE) and Zero-Knowledge Proofs (ZKPs)
- Adapting cryptographic operations to AI-centric architectures
- Performance evaluation and limitations
Takeaway: AI accelerators like TPUs can be repurposed for cryptographic computations, potentially accelerating privacy-preserving technologies like FHE and ZKPs.
