{"total":52,"rows":[{"id":"2504.15585","title":"A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment","created":"2025-04-22","cited_by_count":116,"area":"lr"},{"id":"2505.16831","title":"Unlearning Isn't Deletion: Investigating Reversibility of Machine Unlearning in LLMs","created":"2025-05-22","cited_by_count":42,"area":"safety"},{"id":"2410.15267","title":"When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?","created":"2024-10-20","cited_by_count":24,"area":"rag"},{"id":"2506.09227","title":"SoK: Machine Unlearning for Large Language Models","created":"2025-06-10","cited_by_count":11,"area":"safety"},{"id":"2511.07970","title":"Continual Unlearning for Text-to-Image Diffusion Models: A Regularization Perspective","created":"2025-11-11","cited_by_count":10,"area":"diffusion"},{"id":"2511.05784","title":"DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning","created":"2025-11-08","cited_by_count":7,"area":"lr"},{"id":"2603.01285","title":"Attention Smoothing Is All You Need For Unlearning","created":"2026-03-01","cited_by_count":7,"area":"safety"},{"id":"2607.07907","title":"Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks","created":"2026-07-08","cited_by_count":7,"area":"safety"},{"id":"2505.15209","title":"DUSK: Do Not Unlearn Shared Knowledge","created":"2025-05-21","cited_by_count":4,"area":"safety"},{"id":"2507.19894","title":"Generative Model Unlearning: A Survey through Target Events, Unlearning Operators, and Evaluation Protocols","created":"2025-07-26","cited_by_count":4,"area":"safety"},{"id":"2508.15449","title":"Reliable Unlearning Harmful Information in LLMs with Metamorphosis Representation Projection","created":"2025-08-21","cited_by_count":4,"area":"safety"},{"id":"2509.04304","title":"Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models","created":"2025-09-04","cited_by_count":4,"area":null},{"id":"2510.25117","title":"A Survey on Unlearning in Large Language Models","created":"2025-10-29","cited_by_count":4,"area":"safety"},{"id":"2508.04192","title":"From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models","created":"2025-08-06","cited_by_count":3,"area":"mllm"},{"id":"2510.22376","title":"Label Smoothing Improves Gradient Ascent in LLM Unlearning","created":"2025-10-25","cited_by_count":3,"area":"safety"},{"id":"2502.16708","title":"Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions","created":"2025-02-23","cited_by_count":2,"area":"safety"},{"id":"2503.13690","title":"Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization","created":"2025-03-17","cited_by_count":2,"area":"alignment"},{"id":"2509.25973","title":"Scalable and Robust LLM Unlearning by Correcting Responses with Retrieved Exclusions","created":"2025-09-30","cited_by_count":2,"area":"safety"},{"id":"2510.00125","title":"Direct Token Optimization: A Self-contained Approach to Large Language Model Unlearning","created":"2025-09-30","cited_by_count":2,"area":"safety"},{"id":"2601.04278","title":"From Domains to Instances: Dual-Granularity Data Synthesis for LLM Unlearning","created":"2026-01-07","cited_by_count":2,"area":"synth"},{"id":"2601.21564","title":"Representation Unlearning: Forgetting through Information Compression","created":"2026-01-29","cited_by_count":2,"area":"safety"},{"id":"2602.03878","title":"Intellectual Property Protection for 3D Gaussian Splatting Assets: A Survey","created":"2026-02-02","cited_by_count":2,"area":null},{"id":"2605.07242","title":"MEMOREPAIR: Barrier-First Cascade Repair in Agentic Memory","created":"2026-05-08","cited_by_count":2,"area":"agents"},{"id":"2606.03291","title":"Multilingual Unlearning in LLMs: Transfer, Dynamics, and Reversibility","created":"2026-06-02","cited_by_count":2,"area":"safety"},{"id":"2510.12117","title":"Locket: Robust Feature-Locking Technique for Language Models","created":"2025-10-14","cited_by_count":1,"area":null},{"id":"2601.01584","title":"Steerability of Instrumental-Convergence Tendencies in LLMs","created":"2026-01-04","cited_by_count":1,"area":null},{"id":"2602.01558","title":"How Implicit Bias Accumulates and Propagates in LLM Long-term Memory","created":"2026-02-02","cited_by_count":1,"area":null},{"id":"2603.21484","title":"Which Concepts to Forget and How to Refuse? Decomposing Concepts for Continual Unlearning in Large Vision-Language Models","created":"2026-03-23","cited_by_count":1,"area":"mllm"},{"id":"2604.00430","title":"Secure Forgetting: A Framework for Privacy-Driven Unlearning in Large Language Model (LLM)-Based Agents","created":"2026-04-01","cited_by_count":1,"area":"lr"},{"id":"2605.05938","title":"ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models","created":"2026-05-07","cited_by_count":1,"area":"mllm"},{"id":"2605.25962","title":"Continual Speaker Identity Unlearning with Minimal Interference","created":"2026-05-25","cited_by_count":1,"area":"safety"},{"id":"2606.12809","title":"MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs","created":"2026-06-11","cited_by_count":1,"area":"mllm"},{"id":"2608.28312","title":"AIM: Anchor Identity Features, Then Match for Multimodal Large Language Model Unlearning","created":"2026-08-28","cited_by_count":1,"area":"mllm"},{"id":"2509.25743","title":"Rotation Control Unlearning: Quantifying and Controlling Continuous Unlearning for LLM with The Cognitive Rotation Space","created":"2025-09-30","cited_by_count":0,"area":"safety"},{"id":"2511.05605","title":"FiCABU: A Fisher-Based, Context-Adaptive Machine Unlearning Processor for Edge AI","created":"2025-11-06","cited_by_count":0,"area":"safety"},{"id":"2601.21682","title":"FIT to Forget: Robust Continual Unlearning for Large Language Models","created":"2026-01-29","cited_by_count":0,"area":"safety"},{"id":"2602.02139","title":"EvoMU: Evolutionary Machine Unlearning","created":"2026-02-02","cited_by_count":0,"area":"safety"},{"id":"2602.06331","title":"Don't Break the Boundary: Continual Unlearning for OOD Detection Based on Free Energy Repulsion","created":"2026-02-06","cited_by_count":0,"area":"safety"},{"id":"2604.13438","title":"WIN-U: Woodbury-Informed Newton-Unlearning as a retain-free Machine Unlearning Framework","created":"2026-04-15","cited_by_count":0,"area":"safety"},{"id":"2604.14644","title":"CURaTE: Continual Unlearning in Real Time with Ensured Preservation of LLM Knowledge","created":"2026-04-16","cited_by_count":0,"area":"safety"},{"id":"2605.05871","title":"Retain-Neutral Surrogates for Min-Max Unlearning","created":"2026-05-07","cited_by_count":0,"area":"safety"},{"id":"2605.11592","title":"SoK: Unlearnability and Unlearning for Model Dememorization","created":"2026-05-12","cited_by_count":0,"area":"safety"},{"id":"2605.27138","title":"ICCU: In-Context Continual Unlearning via Pattern-Induced Refusal Rules","created":"2026-05-26","cited_by_count":0,"area":"safety"},{"id":"2606.15333","title":"Replay What Matters: Off-Policy Replay for Efficient LLM Reinforcement Unlearning","created":"2026-06-13","cited_by_count":0,"area":"safety"},{"id":"2606.22878","title":"Priority-Aware Learning-Unlearning Correction for Dynamic Decentralized LoRA Fine-Tuning","created":"2026-06-22","cited_by_count":0,"area":"safety"},{"id":"2606.27683","title":"CBD: API-Only LLM Black-Box Unlearning through Controlled Behavioral Divergence","created":"2026-06-26","cited_by_count":0,"area":"safety"},{"id":"2607.28829","title":"When Unlearning Fails: Reliable Data Deletion under Post-Training in Agent Networks","created":"2026-07-30","cited_by_count":0,"area":"safety"},{"id":"2608.04548","title":"A Model Merging Approach for Continual MLLM Unlearning","created":"2026-08-05","cited_by_count":0,"area":"mllm"},{"id":"2609.12808","title":"K-Bench: A Benchmark for LLM Unlearning in Agentic Deployments","created":"2026-09-11","cited_by_count":0,"area":"agents"},{"id":"2609.37858","title":"Storage Is Not Strategy: State-Conditioned Support Control for LLM Unlearning","created":"2026-09-29","cited_by_count":0,"area":"safety"},{"id":"2610.01149","title":"When Is Deletion Ordering Tractable? From Update Dynamics to Permutation Structure","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.02865","title":"On Unlearning for Time-series Forecasting","created":"2026-10-02","cited_by_count":0,"area":"safety"}],"next_cursor":null}