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Continual Learning with Differential Privacy.

, , , and . ICONIP (6), volume 1517 of Communications in Computer and Information Science, page 334-343. Springer, (2021)

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Scalable Differential Privacy with Certified Robustness in Adversarial Learning., , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 7683-7694. PMLR, (2020)Social and Motivational Factors for the Spread of Physical Activities in a Health Social Network., , , and . CSoNet, volume 13116 of Lecture Notes in Computer Science, page 184-196. Springer, (2021)FairDP: Certified Fairness with Differential Privacy., , , , and . CoRR, (2023)c-Eval: A Unified Metric to Evaluate Feature-based Explanations via Perturbation., , , , and . IEEE BigData, page 927-937. IEEE, (2021)Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness., , , , and . SDS, page 1-9. IEEE, (2022)User-Entity Differential Privacy in Learning Natural Language Models., , , , , , and . IEEE Big Data, page 1465-1474. IEEE, (2022)Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks., , , , , , , and . IEEE Big Data, page 1582-1587. IEEE, (2022)Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs)., , , , , , , , , and . CoRR, (2024)Preserving Differential Privacy in Adversarial Learning with Provable Robustness., , , , and . CoRR, (2019)Differential Privacy in HyperNetworks for Personalized Federated Learning., , and . CIKM, page 4224-4228. ACM, (2023)