Paper "machine unlearning" Papers

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SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness

Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha et al.

AAAI 2025paperarXiv:2403.08618
5
citations

Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models

Lingzhi Wang, Xingshan Zeng, Jinsong Guo et al.

AAAI 2025paperarXiv:2402.05813
36
citations

Toward Efficient Data-Free Unlearning

Chenhao Zhang, Shaofei Shen, Weitong Chen et al.

AAAI 2025paperarXiv:2412.13790
3
citations

Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient

Yongliang Wu, Shiji Zhou, Mingzhuo Yang et al.

AAAI 2025paperarXiv:2405.15304
51
citations

Backdoor Attacks via Machine Unlearning

Zihao Liu, Tianhao Wang, Mengdi Huai et al.

AAAI 2024paperarXiv:2510.13322

Fast Machine Unlearning without Retraining through Selective Synaptic Dampening

Jack Foster, Stefan Schoepf, Alexandra Brintrup

AAAI 2024paperarXiv:2308.07707
176
citations