Optimizing ML MPC from System & Theoretical Perspectives
Talk, NIST Workshop on Privacy-Enhancing Cryptography 2024, Virtual
Talks and presentations
CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks
Talk, Intel PrivateAI Workshop Fall, Virtual
In this talk, I presented my preliminary results on CompactTag, which significantly reduces the tag computation costs for ML with dishonest majority.
MPC-Pipe: An Efficient Pipeline Scheme for Semi-honest MPC Machine Learning
Talk, Intel PrivateAI Workshop Spring, Virtual
In this talk, I present my work MPC-Pipe.