Understanding the Error Sensitivity of Privacy-Aware Computing
Authors: Matías Mazzanti, Esteban Mocskos, Augusto Vega, Pradip Bose | Published: 2025-06-09
暗号化技術
Secure Distributed Learning for CAVs: Defending Against Gradient Leakage with Leveled Homomorphic Encryption
Authors: Muhammad Ali Najjar, Ren-Yi Huang, Dumindu Samaraweera, Prashant Shekhar | Published: 2025-06-09
Private Transformer Inference in MLaaS: A Survey
Authors: Yang Li, Xinyu Zhou, Yitong Wang, Liangxin Qian, Jun Zhao | Published: 2025-05-15
Encryption and Real Time Decryption for protecting Machine Learning models in Android Applications
Authors: Aryan Verma | Published: 2021-09-06
Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network
Authors: Joon-Woo Lee, HyungChul Kang, Yongwoo Lee, Woosuk Choi, Jieun Eom, Maxim Deryabin, Eunsang Lee, Junghyun Lee, Donghoon Yoo, Young-Sik Kim, Jong-Seon No | Published: 2021-06-14
Encrypted Distributed Lasso for Sparse Data Predictive Control
Authors: Andreea B. Alexandru, Anastasios Tsiamis, George J. Pappas | Published: 2021-04-23
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU
Authors: Sijun Tan, Brian Knott, Yuan Tian, David J. Wu | Published: 2021-04-22
Vectorized Secure Evaluation of Decision Forests
Authors: Raghav Malik, Vidush Singhal, Benjamin Gottfried, Milind Kulkarni | Published: 2021-04-19
Secure Human Action Recognition by Encrypted Neural Network Inference
Authors: Miran Kim, Xiaoqian Jiang, Kristin Lauter, Elkhan Ismayilzada, Shayan Shams | Published: 2021-04-19 | Updated: 2022-08-09
Privacy-preserving Federated Learning based on Multi-key Homomorphic Encryption
Authors: Jing Ma, Si-Ahmed Naas, Stephan Sigg, Xixiang Lyu | Published: 2021-04-14