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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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FairDP: Certified Fairness with Differential Privacy., , , , and . CoRR, (2023)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)Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning., , , , , and . CoRR, (2022)Model Transferring Attacks to Backdoor HyperNetwork in Personalized Federated Learning., , , , and . CoRR, (2022)FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps., , , , , , , , , and 1 other author(s). IEEE Trans. Mob. Comput., 23 (1): 501-519 (January 2024)Evaluating Explainers via Perturbation., , , , and . CoRR, (2019)Scalable Differential Privacy with Certified Robustness in Adversarial Learning., , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 7683-7694. PMLR, (2020)Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection., , , , and . CoRR, (2023)OnML: an ontology-based approach for interpretable machine learning., , , , , , and . J. Comb. Optim., 44 (1): 770-793 (2022)User-Entity Differential Privacy in Learning Natural Language Models., , , , , , and . IEEE Big Data, page 1465-1474. IEEE, (2022)