VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification

Author:

Cho YungiORCID,Han WoorimORCID,Yu MiseonORCID,Lee YounghanORCID,Bae HoORCID,Paek YunheungORCID

Publisher

Springer Nature Switzerland

Reference31 articles.

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3. Chua, T.S., Tang, J., Hong, R., Li, H., Luo, Z., Zheng, Y.: Nus-wide: a real-world web image database from national university of Singapore. In: Proceedings of the ACM International Conference on Image and Video Retrieval, pp. 1–9 (2009)

4. Darlow, L.N., Crowley, E.J., Antoniou, A., Storkey, A.J.: CINIC-10 is not imagenet or CIFAR-10 (2018)

5. Fang, M., Cao, X., Jia, J., Gong, N.: Local model poisoning attacks to Byzantine-Robust federated learning. In: 29th USENIX Security Symposium (USENIX Security 20), pp. 1605–1622 (2020)

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