Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service
Authors: Jaewoo Park, Chenghao Quan, Hyungon Moon, Jongeun Lee | Published: 2023-08-17
暗号技術
Privacy-preserving patient clustering for personalized federated learning
Authors: Ahmed Elhussein, Gamze Gursoy | Published: 2023-07-17
Unclonability and Quantum Cryptanalysis: From Foundations to Applications
Authors: Mina Doosti | Published: 2022-10-31
Fuzzing+Hardware Performance Counters-Based Detection of Algorithm Subversion Attacks on Post-Quantum Signature Schemes
Authors: Animesh Basak Chowdhury, Anushree Mahapatra, Deepraj Soni, Ramesh Karri | Published: 2022-03-13
CryptoNAS: Private Inference on a ReLU Budget
Authors: Zahra Ghodsi, Akshaj Veldanda, Brandon Reagen, Siddharth Garg | Published: 2020-06-15 | Updated: 2021-05-13
Adversarial Data Encryption
Authors: Yingdong Hu, Liang Zhang, Wei Shan, Xiaoxiao Qin, Jing Qi, Zhenzhou Wu, Yang Yuan | Published: 2020-02-10 | Updated: 2020-02-11
Security and Privacy in IoT Using Machine Learning and Blockchain: Threats & Countermeasures
Authors: Nazar Waheed, Xiangjian He, Muhammad Ikram, Muhammad Usman, Saad Sajid Hashmi, Muhammad Usman | Published: 2020-02-10 | Updated: 2020-08-06
Non-Interactive Private Decision Tree Evaluation
Authors: Anselme Tueno, Yordan Boev, Florian Kerschbaum | Published: 2019-09-18
Conditionals in Homomorphic Encryption and Machine Learning Applications
Authors: Diego Chialva, Ann Dooms | Published: 2018-10-29 | Updated: 2019-05-09