Items where Author is "Jiang, Yufan"

Journal Article

Jiang, Yufan and Zarezadeh, Maryam and Dai, Tianxiang and Köpsell, Stefan (2025) AlphaFL : Secure Aggregation with Malicious2 Security for Federated Learning against Dishonest Majority. Proceedings on Privacy Enhancing Technologies, 2025 (4). pp. 348-368.

Contribution in Book/Report/Proceedings

Dai, Tianxiang and Jiang, Yufan and Li, Yong and Mei, Fei (2024) NodeGuard: A Highly Efficient Two-Party Computation Framework for Training Large-Scale Gradient Boosting Decision Tree. In: 2024 IEEE Security and Privacy Workshops (SPW) :. IEEE. ISBN 9798350354874

Jiang, Yufan and Mei, Fei and Dai, Tianxiang and Li, Yong (2024) SiGBDT: Large-Scale Gradient Boosting Decision Tree Training via Function Secret Sharing. In: ASIA CCS '24 : Proceedings of the 19th ACM Asia Conference on Computer and Communications Security. ACM, New York, pp. 274-288. ISBN 9798400704826

Dai, Tianxiang and Duan, Li and Jiang, Yufan and Li, Yong and Mei, Fei and Sun, Yulian (2023) Force: Highly Efficient Four-Party Privacy-Preserving Machine Learning on GPU. In: Lecture Notes in Computer Science :. Springer, pp. 330-349. ISBN 9783031477478