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Ryan Orban

Ryan Orban

Subject
2 entries

Secure Computation

Bookmarks

  1. Piranha: A GPU Platform for Secure Computation

    Piranha (USENIX Security 2022) is a GPU platform for secure multi-party computation that exploits GPU parallelism to accelerate MPC protocols by 10-15× over CPU implementations. It shows that GPU hardware can close the practical performance gap for privacy-preserving machine learning at scale.

  2. Secure Multiparty Computation (MPC)

    Yehuda Lindell's accessible overview of secure multiparty computation (MPC) — how parties can jointly compute on private inputs without revealing them. Traces the field from Yao's two-party garbled circuits through modern practical protocols used in industry.

All bookmarks