Need for zkSpeed: Accelerating HyperPlonk for Zero-Knowledge Proofs
Authors: Alhad Daftardar, Jianqiao Mo, Joey Ah-kiow, Benedikt Bünz, Ramesh Karri, Siddharth Garg, Brandon Reagen | Published: 2025-04-08
Secure Arithmetic Computation
Outsourcing Private Machine Learning via Lightweight Secure Arithmetic Computation
Authors: Siddharth Garg, Zahra Ghodsi, Carmit Hazay, Yuval Ishai, Antonio Marcedone, Muthuramakrishnan Venkitasubramaniam | Published: 2018-12-04
Distributed and Secure ML with Self-tallying Multi-party Aggregation
Authors: Yunhui Long, Tanmay Gangwani, Haris Mughees, Carl Gunter | Published: 2018-11-26
Secure Range Queries for Multiple Users
Authors: Anselme Tueno, Florian Kerschbaum | Published: 2018-02-04
PrivPy: Enabling Scalable and General Privacy-Preserving Machine Learning
Authors: Yi Li, Yitao Duan, Yu Yu, Shuoyao Zhao, Wei Xu | Published: 2018-01-30 | Updated: 2020-04-21
Secure $k$-ish Nearest Neighbors Classifier
Authors: Hayim Shaul, Dan Feldman, Daniela Rus | Published: 2018-01-22 | Updated: 2019-04-30
Gazelle: A Low Latency Framework for Secure Neural Network Inference
Authors: Chiraag Juvekar, Vinod Vaikuntanathan, Anantha Chandrakasan | Published: 2018-01-16
Secure Search on the Cloud via Coresets and Sketches
Authors: Adi Akavia, Dan Feldman, Hayim Shaul | Published: 2017-08-19