Robust and Actively Secure Serverless Collaborative Learning. - Olive Franzese; Adam Dziedzic; Christopher A. Choquette-Choo; Mark R. Thomas; Muhammad Ahmad Kaleem; Stephan Rabanser; Congyu Fang; Somesh Jha; Nicolas Papernot; Xiao Wang 012 (CoRR, 2023)

OATH: Efficient and Flexible Zero-Knowledge Proofs of End-to-End ML Fairness. - Olive Franzese; Ali Shahin Shamsabadi; Hamed Haddadi (CoRR, 2024)

Secure Noise Sampling for Differentially Private Collaborative Learning. - Olive Franzese; Congyu Fang; Radhika Garg 002; Somesh Jha; Nicolas Papernot; Xiao Wang 012; Adam Dziedzic (IACR Cryptol. ePrint Arch., 2025)

Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention. - Stephan Rabanser; Ali Shahin Shamsabadi; Olive Franzese; Xiao Wang 012; Adrian Weller; Nicolas Papernot (CoRR, 2025)