secure aggregation

EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning AAAI 2025 Janus: Dual-Server Multi-Round Secure Aggregation with Verifiability for Federated Learning ICML 2025 Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning NeurIPS 2024 Federated Experiment Design under Distributed Differential Privacy AISTATS 2024 Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning ICLR 2024 RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation NeurIPS 2024 Federated Heavy Hitter Recovery under Linear Sketching ICML 2023 Machine Unlearning of Federated Clusters ICLR 2023 Private Federated Learning with Autotuned Compression ICML 2023 Robust and Actively Secure Serverless Collaborative Learning NeurIPS 2023 Secure Federated Correlation Test and Entropy Estimation ICML 2023 Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning AAAI 2023 SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. ICML 2023 The communication cost of security and privacy in federated frequency estimation AISTATS 2023 The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning CVPR 2023 zPROBE: Zero Peek Robustness Checks for Federated Learning ICCV 2023 Federated Learning with Buffered Asynchronous Aggregation AISTATS 2022 SASH: Efficient secure aggregation based on SHPRG for federated learning UAI 2022 The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning ICML 2022 The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation ICML 2022 A Secure and Efficient Federated Learning Framework for NLP EMNLP 2021 Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021 Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix ICML 2021 The Distributed Discrete Gaussian Mechanism for Federated Learning with Secure Aggregation ICML 2021 The Skellam Mechanism for Differentially Private Federated Learning NeurIPS 2021