conftrace_

machine unlearning

290 papers

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Also known as

MU

Co-occurring keywords

large language model (13587) privacy preservation (380) knowledge editing (295) data privacy (108) knowledge distillation (3725) selective forgetting (30) model utility (36) model editing (159) right to be forgotten (24) knowledge removal (20)

Papers

SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization AISTATS 2024
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NIPS 2024
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning NIPS 2024
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence NIPS 2024
Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable NIPS 2024
Rethinking Evaluation Methods for Machine Unlearning EMNLP 2024
Large Language Model Unlearning NIPS 2024
Large Language Model Unlearning via Embedding-Corrupted Prompts NIPS 2024
Black-Box Forgetting NIPS 2024
Generative Unlearning for Any Identity CVPR 2024
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models NIPS 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models NIPS 2024
What makes unlearning hard and what to do about it NIPS 2024
Feature Unlearning for Pre-trained GANs and VAEs AAAI 2024
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference NIPS 2024
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models NIPS 2024
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement NIPS 2024
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023
Unlearn What You Want to Forget: Efficient Unlearning for LLMs EMNLP 2023
Deep Regression Unlearning ICML 2023
Empirical Study of Federated Unlearning: Efficiency and Effectiveness ACML 2023
Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks NIPS 2023
ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer CVPR 2023
Fast Model DeBias with Machine Unlearning NIPS 2023
Static and Sequential Malicious Attacks in the Context of Selective Forgetting NIPS 2023