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Siren++: robust federated learning with proactive alarming and differential privacy
Guo, H., Wang, H., Song, T., Hua, Y., Ma, R., Jin, X., Xue, Z. & Guan, H., Sept 2024, In: IEEE Transactions on Dependable and Secure Computing. 21, 5, p. 4843-4860 18 p.Research output: Contribution to journal › Article › peer-review
11 Link opens in a new tab Citations (Scopus) -
Adversarial example does good: preventing painting imitation from diffusion models via adversarial examples
Liang, C., Wu, X., Hua, Y., Zhang, J., Xue, Y., Song, T., Xue, Z., Ma, R. & Guan, H., 31 Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). Vol. 202. p. 20763-20786 24 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
57 Link opens in a new tab Citations (Scopus) -
Eliminating domain bias for federated learning in representation space
Zhang, J., Hua, Y., Cao, J., Wang, H., Song, T., Xue, Z., Ma, R. & Guan, H., 10 Dec 2023, NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems. Oh, A., Naumann, T. & Globerson, A. (eds.). Curran Associates, Inc. , p. 14204 - 1422 625Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
47 Link opens in a new tab Citations (Scopus) -
FedALA: adaptive local aggregation for personalized federated learning
Zhang, J., Hua, Y., Wang, H., Song, T., Xue, Z., Ma, R. & Guan, H., 26 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI Press, p. 11237-11244 1261. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 9).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
419 Link opens in a new tab Citations (Scopus) -
Information bound and its applications in Bayesian neural networks
Zhang, J., Hua, Y., Song, T., Wang, H., Xue, Z., Ma, R. & Guan, H., 28 Sept 2023, Proceedings of the 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023. Gal, K., Nowé, A., Nalepa, G. J., Fairstein, R. & Rădulescu, R. (eds.). IOS Press, p. 3010-3017 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Link opens in a new tab Citation (Scopus)70 Downloads (Pure)