Compilation and Backend-Independent Vectorization for Multi-Party Computation

ePrint Report: Compilation and Backend-Independent Vectorization for Multi-Party Computation

Benjamin Levy, Ben Sherman, Muhammad Ishaq, Lindsey Kennard, Ana Milanova, Vassilis Zikas

Recent years have witnessed a push to bring multi-party computation (MPC) to practice and make it accessible to the end user/programmer. Despite novel ideas, on frontend language design (e.g., Wysteria, Viaduct), backend protocol design and implementation (e.g., ABY, MOTION), or both (e.g., SPDZ), classical compiler optimizations remain largely under-utilized (if not completely unused) in MPC programming. A likely reason …

backend ben compiler computation design end end user eprint report frontend ideas language mpc novel party practice programmer protocol report under