{"total":30,"rows":[{"id":"2505.11003","title":"ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization","created":"2025-05-16","cited_by_count":22,"area":null},{"id":"2506.00874","title":"Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection","created":"2025-06-01","cited_by_count":16,"area":null},{"id":"2509.20890","title":"FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies","created":"2025-09-25","cited_by_count":12,"area":null},{"id":"2508.01603","title":"Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning","created":"2025-08-03","cited_by_count":9,"area":null},{"id":"2512.12982","title":"Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes","created":"2025-12-15","cited_by_count":9,"area":null},{"id":"2604.04634","title":"Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale","created":"2026-04-06","cited_by_count":8,"area":null},{"id":"2605.14091","title":"Venus-DeFakerOne: Unified Fake Image Detection & Localization","created":"2026-05-13","cited_by_count":8,"area":null},{"id":"2505.15217","title":"Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection","created":"2025-05-21","cited_by_count":5,"area":null},{"id":"2512.10652","title":"TriDF: Evaluating Perception, Detection, and Hallucination for Interpretable DeepFake Detection","created":"2025-12-11","cited_by_count":4,"area":null},{"id":"2602.06676","title":"Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction","created":"2026-02-06","cited_by_count":3,"area":null},{"id":"2604.17736","title":"IncreFA: Breaking the Static Wall of Generative Model Attribution","created":"2026-04-20","cited_by_count":3,"area":null},{"id":"2606.01050","title":"TextFake: Benchmarking AI-Generated Image Detection on Text-Rich Images","created":"2026-05-31","cited_by_count":3,"area":null},{"id":"2511.07192","title":"LiteUpdate: A Lightweight Framework for Updating AI-Generated Image Detectors","created":"2025-11-10","cited_by_count":2,"area":null},{"id":"2602.00192","title":"AI-Generated Image Detectors Overrely on Global Artifacts: Evidence from Inpainting Exchange","created":"2026-01-30","cited_by_count":2,"area":null},{"id":"2604.15027","title":"Quality-Aware Calibration for AI-Generated Image Detection in the Wild","created":"2026-04-16","cited_by_count":2,"area":null},{"id":"2509.15741","title":"TrueMoE: Dual-Routing Mixture of Discriminative Experts for Synthetic Image Detection","created":"2025-09-19","cited_by_count":1,"area":null},{"id":"2602.21716","title":"TranX-Adapter: Bridging Artifacts and Semantics within MLLMs for Robust AI-generated Image Detection","created":"2026-02-25","cited_by_count":1,"area":null},{"id":"2603.09242","title":"When Detectors Forget Forensics: Blocking Semantic Shortcuts for Generalizable AI-Generated Image Detection","created":"2026-03-10","cited_by_count":1,"area":null},{"id":"2604.03558","title":"LOGER: Local--Global Ensemble for Robust Deepfake Detection in the Wild","created":"2026-04-04","cited_by_count":1,"area":null},{"id":"2604.27875","title":"Frequency-Aware Semantic Fusion with Gated Injection for AI-generated Image Detection","created":"2026-04-30","cited_by_count":1,"area":null},{"id":"2605.14486","title":"Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection","created":"2026-05-14","cited_by_count":1,"area":null},{"id":"2605.21977","title":"Video as Natural Augmentation: Towards Unified AI-Generated Image and Video Detection","created":"2026-05-21","cited_by_count":1,"area":null},{"id":"2606.04205","title":"DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities","created":"2026-06-02","cited_by_count":1,"area":null},{"id":"2606.06918","title":"DRIFT: From Robustness Gaps to Invariance Manifolds for AI-Generated Image Detection","created":"2026-06-05","cited_by_count":1,"area":null},{"id":"2607.14684","title":"GlobalForge: Towards Robust AI-Generated Image Detection","created":"2026-07-16","cited_by_count":1,"area":null},{"id":"2509.21135","title":"The Unwinnable Arms Race of AI Image Detection","created":"2025-09-25","cited_by_count":0,"area":null},{"id":"2605.04445","title":"LEGO: LoRA-Enabled Generator-Oriented Framework for Synthetic Image Detection","created":"2026-05-06","cited_by_count":0,"area":null},{"id":"2606.00606","title":"FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection","created":"2026-05-30","cited_by_count":0,"area":null},{"id":"2608.12811","title":"Structured Local Differential Modeling for AI-Generated Image Detection","created":"2026-08-13","cited_by_count":0,"area":null},{"id":"2608.18523","title":"Prior-Conditioned Gaussian Discriminants for Generalizable AI-generated Image Detection","created":"2026-08-19","cited_by_count":0,"area":null}],"next_cursor":null}