{"total":60,"rows":[{"id":"2304.13949","title":"UCF: Uncovering Common Features for Generalizable Deepfake Detection","created":"2023-04-27","cited_by_count":180,"area":null},{"id":"2311.11278","title":"Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection","created":"2023-11-19","cited_by_count":127,"area":null},{"id":"2307.07494","title":"TALL: Thumbnail Layout for Deepfake Video Detection","created":"2023-07-14","cited_by_count":100,"area":null},{"id":"2304.02556","title":"Detecting and Grounding Multi-Modal Media Manipulation","created":"2023-04-05","cited_by_count":99,"area":null},{"id":"2403.06592","title":"Exploiting Style Latent Flows for Generalizing Deepfake Video Detection","created":"2024-03-11","cited_by_count":59,"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":"2404.13872","title":"FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge","created":"2024-04-22","cited_by_count":48,"area":null},{"id":"2203.15674","title":"Exploring Frequency Adversarial Attacks for Face Forgery Detection","created":"2022-03-29","cited_by_count":45,"area":null},{"id":"2402.04178","title":"SHIELD : An Evaluation Benchmark for Face Spoofing and Forgery Detection with Multimodal Large Language Models","created":"2024-02-06","cited_by_count":40,"area":"lr"},{"id":"2503.20188","title":"Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector","created":"2025-03-26","cited_by_count":40,"area":"mllm"},{"id":"2410.06126","title":"X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection","created":"2024-10-08","cited_by_count":35,"area":null},{"id":"2207.09679","title":"Explaining Deepfake Detection by Analysing Image Matching","created":"2022-07-20","cited_by_count":34,"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":"2202.07145","title":"GAN-generated Faces Detection: A Survey and New Perspectives","created":"2022-02-15","cited_by_count":30,"area":null},{"id":"2309.11132","title":"Contrastive Pseudo Learning for Open-World DeepFake Attribution","created":"2023-09-20","cited_by_count":27,"area":null},{"id":"2306.00863","title":"DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection","created":"2023-06-01","cited_by_count":26,"area":null},{"id":"2412.12032","title":"FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning","created":"2024-12-16","cited_by_count":23,"area":null},{"id":"2504.04827","title":"From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes","created":"2025-04-07","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":"2507.02398","title":"Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection","created":"2025-07-03","cited_by_count":13,"area":null},{"id":"2305.10794","title":"Multi-spectral Class Center Network for Face Manipulation Detection and Localization","created":"2023-05-18","cited_by_count":11,"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":"2303.18174","title":"Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection","created":"2023-03-30","cited_by_count":6,"area":null},{"id":"2207.01906","title":"Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario","created":"2022-07-05","cited_by_count":5,"area":null},{"id":"2307.10642","title":"RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection","created":"2023-07-20","cited_by_count":5,"area":null},{"id":"2307.14593","title":"FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training","created":"2023-07-27","cited_by_count":5,"area":null},{"id":"2403.11172","title":"Artifact Feature Purification for Cross-domain Detection of AI-generated Images","created":"2024-03-17","cited_by_count":5,"area":"diffusion"},{"id":"2601.04715","title":"On the Holistic Approach for Detecting Human Image Forgery","created":"2026-01-08","cited_by_count":5,"area":null},{"id":"2411.05335","title":"A Quality-Centric Framework for Generic Deepfake Detection","created":"2024-11-08","cited_by_count":4,"area":null},{"id":"2411.17911","title":"Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey","created":"2024-11-26","cited_by_count":4,"area":null},{"id":"2207.10402","title":"Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption","created":"2022-07-21","cited_by_count":3,"area":null},{"id":"2311.07075","title":"GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning","created":"2023-11-13","cited_by_count":3,"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":"2504.00454","title":"FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection","created":"2025-04-01","cited_by_count":3,"area":null},{"id":"2508.17247","title":"Uncovering and Mitigating Destructive Multi-Embedding Attacks in Deepfake Proactive Forensics","created":"2025-08-24","cited_by_count":3,"area":"safety"},{"id":"2212.05667","title":"Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection","created":"2022-12-12","cited_by_count":2,"area":null},{"id":"2307.11438","title":"Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection","created":"2023-07-21","cited_by_count":2,"area":null},{"id":"2508.07795","title":"Boosting Active Defense Persistence: A Two-Stage Defense Framework Combining Interruption and Poisoning Against Deepfake","created":"2025-08-11","cited_by_count":2,"area":null},{"id":"2511.10212","title":"Next-Frame Feature Prediction for Multimodal Deepfake Detection and Temporal Localization","created":"2025-11-13","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":"2312.04961","title":"DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection","created":"2023-12-07","cited_by_count":1,"area":null},{"id":"2411.18572","title":"Exploring Depth Information for Detecting Manipulated Face Videos","created":"2024-11-27","cited_by_count":1,"area":null},{"id":"2503.08055","title":"Beyond Deepfake vs Real: Facial Deepfake Detection in the Open-Set Paradigm","created":"2025-03-11","cited_by_count":1,"area":null},{"id":"2506.17592","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","created":"2025-06-21","cited_by_count":1,"area":null},{"id":"2507.03334","title":"De-Fake: Style based Anomaly Deepfake Detection","created":"2025-07-04","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":"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":"2212.14230","title":"Exploring Depth Information for Face Manipulation Detection","created":"2022-12-29","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":"2310.05124","title":"Cross-domain Robust Deepfake Bias Expansion Network for Face Forgery Detection","created":"2023-10-08","cited_by_count":0,"area":null},{"id":"2404.11054","title":"Mumpy: Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection","created":"2024-04-17","cited_by_count":0,"area":null},{"id":"2409.14289","title":"Deep Learning Technology for Face Forgery Detection: A Survey","created":"2024-09-22","cited_by_count":0,"area":null},{"id":"2505.12966","title":"Multiscale Adaptive Conflict-Balancing Model For Multimedia Deepfake Detection","created":"2025-05-19","cited_by_count":0,"area":null},{"id":"2508.10741","title":"Forgery Guided Learning Strategy with Dual Perception Network for Deepfake Cross-domain Detection","created":"2025-08-14","cited_by_count":0,"area":null},{"id":"2512.04331","title":"Open Set Face Forgery Detection via Dual-Level Evidence Collection","created":"2025-12-03","cited_by_count":0,"area":null},{"id":"2601.11915","title":"Low-rank Orthogonal Subspace Intervention for Generalizable Face Forgery Detection","created":"2026-01-17","cited_by_count":0,"area":null},{"id":"2604.16808","title":"BioLip: Language-Generalizable Lip-Sync Deepfake Detection via Biomechanical Constraint Violation Modeling","created":"2026-04-18","cited_by_count":0,"area":null}],"next_cursor":null}