{"total":38,"rows":[{"id":"2411.15633","title":"Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection","created":"2024-11-23","cited_by_count":105,"area":null},{"id":"2408.17065","title":"Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning","created":"2024-08-30","cited_by_count":59,"area":null},{"id":"2211.10881","title":"Deepfake Detection: A Comprehensive Survey from the Reliability Perspective","created":"2022-11-20","cited_by_count":50,"area":null},{"id":"2304.12489","title":"Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection","created":"2023-04-24","cited_by_count":50,"area":null},{"id":"2211.11296","title":"SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes","created":"2022-11-21","cited_by_count":49,"area":null},{"id":"2408.17052","title":"Can We Leave Deepfake Data Behind in Training Deepfake Detector?","created":"2024-08-30","cited_by_count":49,"area":null},{"id":"2209.13514","title":"StyleSwap: Style-Based Generator Empowers Robust Face Swapping","created":"2022-09-27","cited_by_count":39,"area":null},{"id":"2409.14444","title":"Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection","created":"2024-09-22","cited_by_count":31,"area":null},{"id":"2309.11131","title":"Locate and Verify: A Two-Stream Network for Improved Deepfake Detection","created":"2023-09-20","cited_by_count":26,"area":null},{"id":"2405.00355","title":"Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis","created":"2024-05-01","cited_by_count":15,"area":null},{"id":"2309.09667","title":"Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation","created":"2023-09-18","cited_by_count":14,"area":null},{"id":"2401.04364","title":"SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework","created":"2024-01-09","cited_by_count":14,"area":null},{"id":"2407.10575","title":"A Survey of Defenses Against AI-Generated Visual Media: Detection,Disruption, and Authentication","created":"2024-07-15","cited_by_count":13,"area":null},{"id":"2401.13516","title":"Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces","created":"2024-01-24","cited_by_count":12,"area":null},{"id":"2409.01030","title":"Learning to Discover Forgery Cues for Face Forgery Detection","created":"2024-09-02","cited_by_count":11,"area":null},{"id":"2411.19537","title":"Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook","created":"2024-11-29","cited_by_count":10,"area":null},{"id":"2503.14421","title":"ExDDV: A New Dataset for Explainable Deepfake Detection in Video","created":"2025-03-18","cited_by_count":10,"area":null},{"id":"2505.11109","title":"MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark","created":"2025-05-16","cited_by_count":9,"area":null},{"id":"2408.12791","title":"Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture","created":"2024-08-23","cited_by_count":7,"area":null},{"id":"2410.21964","title":"FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection","created":"2024-10-29","cited_by_count":6,"area":null},{"id":"2410.23663","title":"DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection","created":"2024-10-31","cited_by_count":6,"area":null},{"id":"2407.19079","title":"UniForensics: Face Forgery Detection via General Facial Representation","created":"2024-07-26","cited_by_count":3,"area":null},{"id":"2510.12468","title":"MS-GAGA: Metric-Selective Guided Adversarial Generation Attack","created":"2025-10-14","cited_by_count":3,"area":null},{"id":"2303.01740","title":"Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection","created":"2023-03-03","cited_by_count":2,"area":null},{"id":"2405.15173","title":"Redundant Semantic Environment Filling via Misleading-Learning for Fair Deepfake Detection","created":"2024-05-24","cited_by_count":2,"area":null},{"id":"2503.03270","title":"Reduced Spatial Dependency for More General Video-level Deepfake Detection","created":"2025-03-05","cited_by_count":2,"area":null},{"id":"2512.04969","title":"Rethinking the Use of Vision Transformers for AI-Generated Image Detection","created":"2025-12-04","cited_by_count":2,"area":null},{"id":"2305.12881","title":"Building an Invisible Shield for Your Portrait against Deepfakes","created":"2023-05-22","cited_by_count":1,"area":null},{"id":"2309.11092","title":"Generalized Face Forgery Detection via Adaptive Learning for Pre-trained Vision Transformer","created":"2023-09-20","cited_by_count":1,"area":null},{"id":"2403.08806","title":"Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning","created":"2024-02-06","cited_by_count":1,"area":null},{"id":"2408.10885","title":"Low-Quality Image Detection by Hierarchical VAE","created":"2024-08-20","cited_by_count":1,"area":null},{"id":"2512.14601","title":"FakeRadar: Probing Forgery Outliers to Detect Unknown Deepfake Videos","created":"2025-12-16","cited_by_count":1,"area":null},{"id":"2308.09921","title":"Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces","created":"2023-08-19","cited_by_count":0,"area":null},{"id":"2309.04795","title":"Latent Spatiotemporal Adaptation for Generalized Face Forgery Video Detection","created":"2023-09-09","cited_by_count":0,"area":null},{"id":"2404.00114","title":"Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation","created":"2024-03-29","cited_by_count":0,"area":null},{"id":"2405.00483","title":"In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol","created":"2024-05-01","cited_by_count":0,"area":null},{"id":"2603.17761","title":"Evidence Packing for Cross-Domain Image Deepfake Detection with LVLMs","created":"2026-03-18","cited_by_count":0,"area":null},{"id":"2608.05258","title":"Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI","created":"2026-08-05","cited_by_count":0,"area":null}],"next_cursor":null}