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Machine Unlearning

Papers

Showing 5175 of 438 papers

TitleStatusHype
Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack PerspectiveCode1
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent TeacherCode1
Corrective Machine UnlearningCode1
Deep Unlearning: Fast and Efficient Gradient-free Approach to Class ForgettingCode1
Certified Graph UnlearningCode1
Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning AttacksCode1
Composable Interventions for Language ModelsCode1
Certified Unlearning for Neural NetworksCode1
Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine UnlearningCode1
How to Combine Membership-Inference Attacks on Multiple Updated ModelsCode1
CLEAR: Character Unlearning in Textual and Visual ModalitiesCode1
A Survey on Unlearnable DataCode1
Fast Yet Effective Machine UnlearningCode1
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
Data Unlearning in Diffusion ModelsCode1
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language UnderstandingCode1
Deep Regression UnlearningCode1
Knowledge Removal in Sampling-based Bayesian InferenceCode1
Deep Unlearning via Randomized Conditionally Independent HessiansCode1
LoTUS: Large-Scale Machine Unlearning with a Taste of UncertaintyCode1
Machine Unlearning of Federated ClustersCode1
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper InfluenceCode1
Machine Unlearning for Random ForestsCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
On Large Language Model Continual UnlearningCode1
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