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Computational Concentration of Measure: Optimal Bounds, Reductions, and More., , and . SODA, page 345-363. SIAM, (2020)Private Fine-tuning of Large Language Models with Zeroth-order Optimization., , , , and . CoRR, (2024)Multi-party Poisoning through Generalized p-Tampering., , and . CoRR, (2018)SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification., , , , and . CoRR, (2021)Improving Adversarial Robustness Using Proxy Distributions., , , , , , and . CoRR, (2021)Fight Poison with Poison: Detecting Backdoor Poison Samples via Decoupling Benign Correlations., , , and . CoRR, (2022)Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture., , , , , , and . USENIX Security Symposium, page 1433-1450. USENIX Association, (2022)Is Private Learning Possible with Instance Encoding?, , , , , , , and . SP, page 410-427. IEEE, (2021)Property Inference from Poisoning., , and . SP, page 1120-1137. IEEE, (2022)Model-Targeted Poisoning Attacks with Provable Convergence., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 10000-10010. PMLR, (2021)