SecFloat- Accurate Floating-Point Meets Secure 2-Party Computation

Explore a groundbreaking IEEE conference talk on SecFloat, a novel approach that combines accurate floating-point arithmetic with secure two-party computation. Delve into the innovative solutions presented by researchers from UC Berkeley and Microsoft Research India as they address the challenges of existing methods. Learn about TwoParty Friendly primitive operations, advanced mathematical functions, and the practical applications of SecFloat. Gain insights into the evaluation process and understand the potential impact of this technology on secure computation and privacy-preserving data analysis.

Introduction
Existing solutions
SecFloat
Agenda
TwoParty Friendly
Primitive Operations
Math Operations
Evaluation
Application
Summary