Federated Representation Learning in the Under-Parameterized RegimeInternational Conference on Machine Learning (ICML), 2024 |
Advances in Robust Federated Learning: A Survey with Heterogeneity ConsiderationsIEEE Transactions on Big Data (IEEE Trans. Big Data), 2024 |
Towards a Game-theoretic Understanding of Explanation-based Membership
Inference AttacksDecision and Game Theory for Security (GameSec), 2024 |
pfl-research: simulation framework for accelerating research in Private
Federated LearningNeural Information Processing Systems (NeurIPS), 2024 |
PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy
TrapsConference on Computer and Communications Security (CCS), 2024 |
Federated Learning: Attacks, Defenses, Opportunities, and ChallengesInternational Symposium on Telecommunications (IST), 2024 |