{"total":41,"rows":[{"id":"2401.14446","title":"Black-Box Access is Insufficient for Rigorous AI Audits","created":"2024-01-25","cited_by_count":126,"area":null},{"id":"2404.08031","title":"Latent Guard: a Safety Framework for Text-to-image Generation","created":"2024-04-11","cited_by_count":71,"area":null},{"id":"2407.05965","title":"T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models","created":"2024-07-08","cited_by_count":66,"area":null},{"id":"2504.12782","title":"Set You Straight: Auto-Steering Denoising Trajectories to Sidestep Unwanted Concepts","created":"2025-04-17","cited_by_count":62,"area":null},{"id":"2405.03486","title":"UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images","created":"2024-05-06","cited_by_count":53,"area":null},{"id":"2405.20112","title":"RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection","created":"2024-05-30","cited_by_count":36,"area":null},{"id":"2402.10882","title":"Universal Prompt Optimizer for Safe Text-to-Image Generation","created":"2024-02-16","cited_by_count":28,"area":null},{"id":"2404.03631","title":"Robust Concept Erasure Using Task Vectors","created":"2024-04-04","cited_by_count":27,"area":null},{"id":"2501.00192","title":"MLLM-as-a-Judge for Image Safety without Human Labeling","created":"2024-12-31","cited_by_count":23,"area":null},{"id":"2501.08505","title":"Yuan: Yielding Unblemished Aesthetics Through A Unified Network for Visual Imperfections Removal in Generated Images","created":"2025-01-15","cited_by_count":13,"area":null},{"id":"2507.13386","title":"Minimalist Concept Erasure in Generative Models","created":"2025-07-16","cited_by_count":13,"area":null},{"id":"2505.19398","title":"Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression","created":"2025-05-26","cited_by_count":10,"area":null},{"id":"2404.05783","title":"A Survey on Responsible Generative AI: What to Generate and What Not","created":"2024-04-08","cited_by_count":8,"area":null},{"id":"2406.15386","title":"U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI","created":"2024-04-22","cited_by_count":7,"area":null},{"id":"2412.18123","title":"AEIOU: A Unified Defense Framework against NSFW Prompts in Text-to-Image Models","created":"2024-12-24","cited_by_count":7,"area":null},{"id":"2502.20623","title":"SafeText: Safe Text-to-image Models via Aligning the Text Encoder","created":"2025-02-28","cited_by_count":7,"area":null},{"id":"2603.13300","title":"Safety-Guided Flow (SGF): A Unified Framework for Negative Guidance in Safe Generation","created":"2026-03-02","cited_by_count":6,"area":null},{"id":"2312.00057","title":"VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models","created":"2023-11-29","cited_by_count":5,"area":null},{"id":"2503.18324","title":"Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control","created":"2025-03-24","cited_by_count":5,"area":null},{"id":"2411.10329","title":"Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding","created":"2024-11-15","cited_by_count":4,"area":null},{"id":"2509.12379","title":"Geometric Red-Teaming for Robotic Manipulation","created":"2025-09-15","cited_by_count":4,"area":null},{"id":"2512.17320","title":"EMMA: Concept Erasure Benchmark with Comprehensive Semantic Metrics and Diverse Categories","created":"2025-12-19","cited_by_count":4,"area":null},{"id":"2412.14432","title":"IntroStyle: Training-Free Introspective Style Attribution using Diffusion Features","created":"2024-12-19","cited_by_count":3,"area":null},{"id":"2502.08921","title":"Detecting Malicious Concepts without Image Generation in AI-Generated Content (AIGC)","created":"2025-02-13","cited_by_count":2,"area":null},{"id":"2508.21099","title":"Beyond the Safety Tax: Mitigating Unsafe Text-to-Image Generation via External Safety Rectification","created":"2025-08-28","cited_by_count":2,"area":null},{"id":"2510.16581","title":"Patronus: Safeguarding Text-to-Image Models against White-Box Adversaries","created":"2025-10-18","cited_by_count":1,"area":null},{"id":"2604.15829","title":"Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration","created":"2026-04-17","cited_by_count":1,"area":null},{"id":"2606.28643","title":"Obliviate: Erasing Concepts from Autoregressive Image Generation Models","created":"2026-06-26","cited_by_count":1,"area":null},{"id":"2608.05210","title":"Innocent Panels, Hateful Stories: Evaluating and Detecting Hateful Intent in Multi-Turn Visual Story Generation","created":"2026-08-05","cited_by_count":1,"area":null},{"id":"2512.10720","title":"Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal Minimality","created":"2025-12-11","cited_by_count":0,"area":null},{"id":"2602.23117","title":"Devling into Adversarial Transferability on Image Classification: Review, Benchmark, and Evaluation","created":"2026-02-26","cited_by_count":0,"area":null},{"id":"2604.02265","title":"Modular Energy Steering for Safe Text-to-Image Generation with Foundation Models","created":"2026-04-02","cited_by_count":0,"area":null},{"id":"2605.25574","title":"Mosaic: Compositional Multi-Concept Erasure via Vector Field Blending","created":"2026-05-25","cited_by_count":0,"area":null},{"id":"2606.25548","title":"Concept Removal for Frontier Image Generative Models","created":"2026-06-24","cited_by_count":0,"area":null},{"id":"2606.29282","title":"ScaleErasure: Inference-Time Minimal Intervention for Precise Concept Erasure in Next-Scale Autoregressive Image Generation","created":"2026-06-28","cited_by_count":0,"area":null},{"id":"2607.14521","title":"Uni-AdaVD: Universal Concept Erasure for Visual Generation via Orthogonal Value Decomposition","created":"2026-07-16","cited_by_count":0,"area":null},{"id":"2607.14945","title":"Introspective Attention Modulation for Safe Text-to-Image Generation","created":"2026-07-16","cited_by_count":0,"area":null},{"id":"2608.14730","title":"IP Protection in the Era of Visual Generative AI: A Survey","created":"2026-08-13","cited_by_count":0,"area":null},{"id":"2608.26535","title":"Multi2AV-Safety: Benchmarking Safety in Multimodal-to-Audio-Video Generation","created":"2026-08-27","cited_by_count":0,"area":null},{"id":"2609.31154","title":"HyperErase: Scale-Calibrated Hypernetwork for Multi-Concept Erasure in Text-to-Image Models","created":"2026-09-25","cited_by_count":0,"area":null},{"id":"2610.02300","title":"Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}