{"total":27,"rows":[{"id":"2408.00001","title":"Replication in Visual Diffusion Models: A Survey and Outlook","created":"2024-07-07","cited_by_count":11,"area":"diffusion"},{"id":"2504.21072","title":"Erased but Not Forgotten: How Backdoors Compromise Concept Erasure","created":"2025-04-29","cited_by_count":9,"area":"diffusion"},{"id":"2507.16302","title":"Towards Resilient Safety-driven Unlearning for Diffusion Models against Downstream Fine-tuning","created":"2025-07-22","cited_by_count":9,"area":"diffusion"},{"id":"2503.09446","title":"Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models","created":"2025-03-12","cited_by_count":8,"area":"diffusion"},{"id":"2410.05309","title":"ShieldDiff: Suppressing Sexual Content Generation from Diffusion Models through Reinforcement Learning","created":"2024-10-04","cited_by_count":7,"area":"diffusion"},{"id":"2412.03876","title":"Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization","created":"2024-12-05","cited_by_count":7,"area":"diffusion"},{"id":"2501.18877","title":"Mitigating Sexual Content Generation via Embedding Distortion in Text-conditioned Diffusion Models","created":"2025-01-31","cited_by_count":7,"area":"diffusion"},{"id":"2509.21433","title":"DyME: Dynamic Multi-Concept Erasure in Diffusion Models with Bi-Level Orthogonal LoRA Adaptation","created":"2025-09-25","cited_by_count":6,"area":"diffusion"},{"id":"2601.00267","title":"ActErase: A Training-Free Paradigm for Precise Concept Erasure via Activation Redirection","created":"2026-01-01","cited_by_count":4,"area":"diffusion"},{"id":"2504.14554","title":"REDEditing: Relationship-Driven Precise Backdoor Poisoning on Text-to-Image Diffusion Models","created":"2025-04-20","cited_by_count":2,"area":"diffusion"},{"id":"2605.19739","title":"FlowErase-RL: Rethinking Concept Erasure as Reward Optimization in Flow Matching Models","created":"2026-05-19","cited_by_count":2,"area":"diffusion"},{"id":"2506.08991","title":"Do Concept Replacement Techniques Really Erase Unacceptable Concepts?","created":"2025-06-10","cited_by_count":1,"area":"diffusion"},{"id":"2512.03564","title":"Towards Irreversible Machine Unlearning for Diffusion Models","created":"2025-12-03","cited_by_count":1,"area":"diffusion"},{"id":"2602.00175","title":"The Illusion of Forgetting: Attack Unlearned Diffusion via Initial Latent Variable Optimization","created":"2026-01-30","cited_by_count":1,"area":"diffusion"},{"id":"2603.22041","title":"DTVI: Dual-Stage Textual and Visual Intervention for Safe Text-to-Image Generation","created":"2026-03-23","cited_by_count":1,"area":"diffusion"},{"id":"2605.26332","title":"Erased but Exploitable: Black-box Embedding-Aware Prompting Against Unlearned Text-to-Image Diffusion Models","created":"2026-05-25","cited_by_count":1,"area":"diffusion"},{"id":"2606.17257","title":"Pulling The REINS: Training-Free Safety Alignment of Video Diffusion Models via Representation Steering","created":"2026-06-15","cited_by_count":1,"area":"diffusion"},{"id":"2607.00402","title":"The Illusion of High Utility in Safety Alignment of Text-to-Image Diffusion Models","created":"2026-07-01","cited_by_count":1,"area":"diffusion"},{"id":"2502.05066","title":"Beautiful Images, Toxic Words: Understanding and Addressing Offensive Text in Generated Images","created":"2025-02-07","cited_by_count":0,"area":"diffusion"},{"id":"2505.08817","title":"Towards SFW sampling for diffusion models via external conditioning","created":"2025-05-12","cited_by_count":0,"area":"diffusion"},{"id":"2512.12501","title":"SafeGen: Embedding Ethical Safeguards in Text-to-Image Generation","created":"2025-12-14","cited_by_count":0,"area":"diffusion"},{"id":"2603.00992","title":"Compensation-free Machine Unlearning in Text-to-Image Diffusion Models by Eliminating the Mutual Information","created":"2026-03-01","cited_by_count":0,"area":"diffusion"},{"id":"2605.01113","title":"Disciplined Diffusion: Text-to-Image Diffusion Model against NSFW Generation","created":"2026-05-01","cited_by_count":0,"area":"diffusion"},{"id":"2605.30049","title":"Robust and Generalizable Safety Steering for Text-to-Image Diffusion Transformers","created":"2026-05-28","cited_by_count":0,"area":"diffusion"},{"id":"2607.06120","title":"AEGIS: A Mechanism-Guided Defense against Visual Synonym Jailbreaks in Text-to-Image Models","created":"2026-07-07","cited_by_count":0,"area":"diffusion"},{"id":"2610.01989","title":"Continual Concept Erasure in Diffusion Models by Suppressing Cross-Edit Interference","created":"2026-10-01","cited_by_count":0,"area":"diffusion"},{"id":"2610.19563","title":"SaTPO: Text-to-Image Safety Alignment via Transition Preference Optimization","created":"2026-10-14","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}