"data poisoning attacks" Papers

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Machine Unlearning Fails to Remove Data Poisoning Attacks

Martin Pawelczyk, Jimmy Di, Yiwei Lu et al.

ICLR 2025arXiv:2406.17216

Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning

Yan Scholten, Stephan Günnemann

ICLR 2025arXiv:2410.09878

Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data

Zi Liang, Qingqing Ye, Xuan Liu et al.

NEURIPS 2025spotlight

Data Poisoning Attacks against Conformal Prediction

Yangyi Li, Aobo Chen, Wei Qian et al.

Naive Bayes Classifiers over Missing Data: Decision and Poisoning

Song Bian, Xiating Ouyang, ZHIWEI FAN et al.

ICML 2024arXiv:2303.04811

Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates

Riccardo Grazzi, Massimiliano Pontil, Saverio Salzo

ICML 2024arXiv:2403.11687