Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning AttacksShuli JiangSwanand Ravindra Kadheet al.2023NeurIPS 2023
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMsSwanand Ravindra KadheAnisa Halimiet al.2023NeurIPS 2023
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning ModelsNathalie Baracaldo AngelFarhan Ahmedet al.2023S&P 2023
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of the Final ModelNathalie Baracaldo AngelKevin Eykholtet al.2022NeurIPS 2022
Federated Unlearning: How to Efficiently Erase a Client in FL?Anisa HalimiSwanand Ravindra Kadheet al.2022ICML 2022
FLoRA: Single-shot Hyper-parameter Optimization for Federated LearningYi ZhouParikshit Ramet al.2021NeurIPS 2021
Reconciling end-to-end confidentiality and data reduction in cloud storageNathalie BaracaldoElli Androulakiet al.2014CCS 2014
Federated Learning: Recent Advances and New ChallengesShiqiang WangNathalie Baracaldo Angelet al.2022NeurIPS 2022