NDSS 2025 – URVFL: Undetectable Data Reconstruction Attack On Vertical Federated Learning

Session 5C: Federated Learning 1 Authors, Creators & Presenters: Duanyi Yao (Hong Kong University of Science and Technology), Songze Li (Southeast University), Xueluan Gong (Wuhan University), Sizai Hou (Hong Kong University of ...

NDSS 2025 – RAIFLE: Reconstruction Attacks On Interaction-Based Federated Learning

Session 5C: Federated Learning 1 Authors, Creators & Presenters: Dzung Pham (University of Massachusetts Amherst), Shreyas Kulkarni (University of Massachusetts Amherst), Amir Houmansadr (University of Massachusetts Amherst) PAPER RAIFLE: Reconstruction Attacks on ...

SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks In Split Learning

Session 5C: Federated Learning 1 Authors, Creators & Presenters: Phillip Rieger (Technical University of Darmstadt), Alessandro Pegoraro (Technical University of Darmstadt), Kavita Kumari (Technical University of Darmstadt), Tigist Abera (Technical University of ...

NDSS 2025 – Passive Inference Attacks On Split Learning Via Adversarial Regularization

Session 5C: Federated Learning 1 Authors, Creators & Presenters: Xiaochen Zhu (National University of Singapore & Massachusetts Institute of Technology), Xinjian Luo (National University of Singapore & Mohamed bin Zayed University of ...