Quantization enabled Privacy Protection in Decentralized Stochastic Optimization
Authors: Yongqiang Wang, Tamer Basar | Published: 2022-08-07
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Federated Adversarial Learning: A Framework with Convergence Analysis
Authors: Xiaoxiao Li, Zhao Song, Jiaming Yang | Published: 2022-08-07
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles
Authors: Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett | Published: 2022-08-05 | Updated: 2022-09-01
Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions
Authors: Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha, Jan Erik Håkegård, Ulas Bagci, Danda B. Rawat, Vladimir Vlassov | Published: 2022-08-05 | Updated: 2023-10-29
Lethal Dose Conjecture on Data Poisoning
Authors: Wenxiao Wang, Alexander Levine, Soheil Feizi | Published: 2022-08-05 | Updated: 2022-10-18
On False Data Injection Attack against Building Automation Systems
Authors: Michael Cash, Christopher Morales-Gonzalez, Shan Wang, Xipeng Jin, Alex Parlato, Jason Zhu, Qun Zhou Sun, Xinwen Fu | Published: 2022-08-04 | Updated: 2022-09-25
Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption
Authors: Syed Imtiaz Ahamed, Vadlamani Ravi | Published: 2022-08-04
Node Copying: A Random Graph Model for Effective Graph Sampling
Authors: Florence Regol, Soumyasundar Pal, Jianing Sun, Yingxue Zhang, Yanhui Geng, Mark Coates | Published: 2022-08-04
Design of secure and robust cognitive system for malware detection
Authors: Sanket Shukla | Published: 2022-08-03
How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?
Authors: Ahmed Roushdy Elkordy, Jiang Zhang, Yahya H. Ezzeldin, Konstantinos Psounis, Salman Avestimehr | Published: 2022-08-03