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Machine Unlearning

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TitleStatusHype
Group-robust Machine UnlearningCode0
Blind Baselines Beat Membership Inference Attacks for Foundation ModelsCode0
Machine Unlearning via Null Space CalibrationCode0
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language ModelsCode0
DUSK: Do Not Unlearn Shared KnowledgeCode0
RESTOR: Knowledge Recovery through Machine UnlearningCode0
LMEraser: Large Model Unlearning through Adaptive Prompt TuningCode0
DUCK: Distance-based Unlearning via Centroid KinematicsCode0
Goldfish: An Efficient Federated Unlearning FrameworkCode0
ReVeil: Unconstrained Concealed Backdoor Attack on Deep Neural Networks using Machine UnlearningCode0
LLM Unlearning Reveals a Stronger-Than-Expected Coreset Effect in Current BenchmarksCode0
Privacy-Aware Lifelong LearningCode0
Rewind-to-Delete: Certified Machine Unlearning for Nonconvex FunctionsCode0
Learn to Unlearn for Deep Neural Networks: Minimizing Unlearning Interference with Gradient ProjectionCode0
Adaptive Machine UnlearningCode0
Layered Unlearning for Adversarial RelearningCode0
Model State Arithmetic for Machine UnlearningCode0
Zero-Shot Class Unlearning in CLIP with Synthetic SamplesCode0
MU-Bench: A Multitask Multimodal Benchmark for Machine UnlearningCode0
The Privacy Onion Effect: Memorization is RelativeCode0
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image ClassificationCode0
MultiDelete for Multimodal Machine UnlearningCode0
Multi-Objective Large Language Model UnlearningCode0
MUNBa: Machine Unlearning via Nash BargainingCode0
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine UnlearningCode0
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