Federated Stochastic Primal-dual Learning with Differential Privacy
Authors: Yiwei Li, Shuai Wang, Tsung-Hui Chang, Chong-Yung Chi | Published: 2022-04-26
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You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas
Authors: Haoran Li, Yangqiu Song, Lixin Fan | Published: 2022-04-26
Towards Data-Free Model Stealing in a Hard Label Setting
Authors: Sunandini Sanyal, Sravanti Addepalli, R. Venkatesh Babu | Published: 2022-04-23
GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV
Authors: Anum Talpur, Mohan Gurusamy | Published: 2022-04-23 | Updated: 2022-09-12
Towards Privacy-Preserving Neural Architecture Search
Authors: Fuyi Wang, Leo Yu Zhang, Lei Pan, Shengshan Hu, Robin Doss | Published: 2022-04-22
Block Hunter: Federated Learning for Cyber Threat Hunting in Blockchain-based IIoT Networks
Authors: Abbas Yazdinejad, Ali Dehghantanha, Reza M. Parizi, Mohammad Hammoudeh, Hadis Karimipour, Gautam Srivastava | Published: 2022-04-21
ARLIF-IDS — Attention augmented Real-Time Isolation Forest Intrusion Detection System
Authors: Aman Priyanshu, Sarthak Shastri, Sai Sravan Medicherla | Published: 2022-04-20
Backdooring Explainable Machine Learning
Authors: Maximilian Noppel, Lukas Peter, Christian Wressnegger | Published: 2022-04-20
Exploration of Machine Learning Classification Models Used for Behavioral Biometrics Authentication
Authors: Sara Kokal, Laura Pryor, Rushit Dave | Published: 2022-04-19
A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation
Authors: David Selasi Koblah, Rabin Yu Acharya, Daniel Capecci, Olivia P. Dizon-Paradis, Shahin Tajik, Fatemeh Ganji, Damon L. Woodard, Domenic Forte | Published: 2022-04-19 | Updated: 2022-04-21