Poster "poisoning attacks" Papers

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Exact Certification of (Graph) Neural Networks Against Label Poisoning

Mahalakshmi Sabanayagam, Lukas Gosch, Stephan Günnemann et al.

ICLR 2025arXiv:2412.00537

AegisFL: Efficient and Flexible Privacy-Preserving Byzantine-Robust Cross-silo Federated Learning

Dong Chen, Hongyuan Qu, Guangwu Xu

Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training

Lin Lu, Chenxi Dai, Wangcheng Tao et al.

Private Truly-Everlasting Robust-Prediction

Uri Stemmer

ICML 2024arXiv:2401.04311

Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders

Yi Yu, Yufei Wang, Song Xia et al.

ICML 2024arXiv:2405.01460

Robust Yet Efficient Conformal Prediction Sets

Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski

ICML 2024arXiv:2407.09165