{"total":18,"rows":[{"id":"2510.03161","title":"UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization","created":"2025-10-03","cited_by_count":9,"area":null},{"id":"2605.14091","title":"Venus-DeFakerOne: Unified Fake Image Detection & Localization","created":"2026-05-13","cited_by_count":8,"area":null},{"id":"2508.20987","title":"Webly-Supervised Image Manipulation Localization via Category-Aware Auto-Annotation","created":"2025-08-28","cited_by_count":3,"area":null},{"id":"2509.20006","title":"Revisiting Image Manipulation Localization under Realistic Manipulation Scenarios","created":"2025-09-24","cited_by_count":3,"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":"2607.24016","title":"DailyBench: A Unified Benchmark for AI-Generated and Manipulated Images from Modern Generative Models","created":"2026-07-27","cited_by_count":2,"area":null},{"id":"2509.10250","title":"GAMMA: Generalizable Alignment via Multi-task and Manipulation-Augmented Training for AI-Generated Image Detection","created":"2025-09-12","cited_by_count":1,"area":null},{"id":"2512.23374","title":"NeXT-IMDL: Build Benchmark for NeXT-Generation Image Manipulation Detection & Localization","created":"2025-12-29","cited_by_count":1,"area":null},{"id":"2603.23960","title":"Leave No Stone Unturned: Uncovering Holistic Audio-Visual Intrinsic Coherence for Deepfake Detection","created":"2026-03-25","cited_by_count":1,"area":null},{"id":"2604.26772","title":"TAP into the Patch Tokens: Leveraging Vision Foundation Model Features for AI-Generated Image Detection","created":"2026-04-29","cited_by_count":1,"area":null},{"id":"2606.04545","title":"Impostor: An Agent-Curated Benchmark for Realistic AIGC Manipulation Localization","created":"2026-06-03","cited_by_count":1,"area":null},{"id":"2608.18573","title":"PATE-Forensics: Perception-as-Tool for Explainable Deepfake Forensics with General-Purpose MLLMs","created":"2026-08-19","cited_by_count":1,"area":null},{"id":"2601.13951","title":"VTONGuard: Automatic Detection and Authentication of AI-Generated Virtual Try-On Content","created":"2026-01-20","cited_by_count":0,"area":null},{"id":"2604.12443","title":"DiffusionPrint: Learning Generative Fingerprints for Diffusion-Based Inpainting Localization","created":"2026-04-14","cited_by_count":0,"area":null},{"id":"2605.27924","title":"SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2606.27505","title":"TruEye: Fine-Grained Detection of AI-Generated Human Subjects in Images","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2609.36882","title":"Less Supervision, Better Generalization: Weakly Supervised Fake Region Localization in Diffusion-Edited Images","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.01778","title":"GIFTBench: Diagnosing Generalization in Image Forgery Localization and Informing Model Design","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}