Beyond Latency: A System-Level Characterization of MPC and FHE for PPML

Pengzhi Huang, Kiwan Maeng, G. Edward Suh

Privacy protection has become an increasing concern in modern machine learning applications. Privacy-preserving machine learning (PPML) has attracted growing research attention, wi…