{"total":40,"rows":[{"id":"2311.15308","title":"AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset","created":"2023-11-26","cited_by_count":80,"area":null},{"id":"2412.00175","title":"Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning","created":"2024-11-29","cited_by_count":23,"area":null},{"id":"2411.10193","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","created":"2024-11-15","cited_by_count":12,"area":null},{"id":"2505.24866","title":"TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection","created":"2025-05-30","cited_by_count":11,"area":null},{"id":"2407.16554","title":"Coarse-to-Fine Proposal Refinement Framework for Audio Temporal Forgery Detection and Localization","created":"2024-07-23","cited_by_count":9,"area":null},{"id":"2507.16596","title":"A Multimodal Deviation Perceiving Framework for Weakly-Supervised Temporal Forgery Localization","created":"2025-07-22","cited_by_count":8,"area":null},{"id":"2507.20579","title":"AV-Deepfake1M++: A Large-Scale Audio-Visual Deepfake Benchmark with Real-World Perturbations","created":"2025-07-28","cited_by_count":8,"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":"2408.01532","title":"Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization","created":"2024-08-02","cited_by_count":6,"area":null},{"id":"2505.01880","title":"Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network","created":"2025-05-03","cited_by_count":6,"area":null},{"id":"2505.22581","title":"Tell me Habibi, is it Real or Fake?","created":"2025-05-28","cited_by_count":6,"area":null},{"id":"2506.00868","title":"Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations","created":"2025-06-01","cited_by_count":5,"area":null},{"id":"2508.07337","title":"KLASSify to Verify: Audio-Visual Deepfake Detection Using SSL-based Audio and Handcrafted Visual Features","created":"2025-08-10","cited_by_count":5,"area":null},{"id":"2409.06991","title":"1M-Deepfakes Detection Challenge","created":"2024-09-11","cited_by_count":4,"area":null},{"id":"2506.23292","title":"DDL: A Large-Scale Dataset for Deepfake Detection and Localization in Diversified Real-World Scenarios","created":"2025-06-29","cited_by_count":4,"area":null},{"id":"2511.18993","title":"AuViRe: Audio-visual Speech Representation Reconstruction for Deepfake Temporal Localization","created":"2025-11-24","cited_by_count":4,"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":"2508.02179","title":"Weakly Supervised Multimodal Temporal Forgery Localization via Multitask Learning","created":"2025-08-04","cited_by_count":3,"area":null},{"id":"2508.08141","title":"Pindrop it! Audio and Visual Deepfake Countermeasures for Robust Detection and Fine Grained-Localization","created":"2025-08-11","cited_by_count":3,"area":null},{"id":"2510.22622","title":"DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection","created":"2025-10-26","cited_by_count":3,"area":null},{"id":"2506.08493","title":"Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization","created":"2025-06-10","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":"2409.07256","title":"MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing","created":"2024-09-11","cited_by_count":1,"area":null},{"id":"2412.20833","title":"Inclusion 2024 Global Multimedia Deepfake Detection Challenge: Towards Multi-dimensional Face Forgery Detection","created":"2024-12-30","cited_by_count":1,"area":null},{"id":"2511.19080","title":"Towards Generalizable Deepfake Detection via Forgery-aware Audio-Visual Adaptation: A Variational Bayesian Approach","created":"2025-11-24","cited_by_count":1,"area":null},{"id":"2402.14982","title":"Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence","created":"2024-02-22","cited_by_count":0,"area":null},{"id":"2507.21157","title":"Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems","created":"2025-07-24","cited_by_count":0,"area":null},{"id":"2511.12048","title":"DeiTFake: Deepfake Detection Model using DeiT Multi-Stage Training","created":"2025-11-15","cited_by_count":0,"area":null},{"id":"2512.01128","title":"OmniFD: A Unified Model for Versatile Face Forgery Detection","created":"2025-11-30","cited_by_count":0,"area":null},{"id":"2603.05095","title":"GEM-TFL: Bridging Weak and Full Supervision for Forgery Localization through EM-Guided Decomposition and Temporal Refinement","created":"2026-03-05","cited_by_count":0,"area":null},{"id":"2603.06220","title":"Word-Anchored Temporal Forgery Localization","created":"2026-03-06","cited_by_count":0,"area":null},{"id":"2604.28022","title":"Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge","created":"2026-04-30","cited_by_count":0,"area":null},{"id":"2605.12075","title":"The Deepfakes We Missed: We Built Detectors for a Threat That Didn't Arrive","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2605.23113","title":"Inconsistency-aware Multimodal Schr\\\"odinger Bridge for Deepfake Localization","created":"2026-05-22","cited_by_count":0,"area":null},{"id":"2605.27944","title":"From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2606.22772","title":"LoCC: Detection and Localization of Lip-Syncing Deepfakes via Counterfactual Frame Consistency","created":"2026-06-22","cited_by_count":0,"area":null},{"id":"2607.00902","title":"MG-RWKV: Multi-Grained Context-Aware RWKV for Temporal Forgery Localization","created":"2026-07-01","cited_by_count":0,"area":null},{"id":"2608.25285","title":"A Training-Free Proactive Defense Against Partial Speech Manipulation via Self-Embedding Steganography","created":"2026-08-26","cited_by_count":0,"area":null},{"id":"2609.15562","title":"PIVOT: Physics-Grounded Verification for AI-Generated Audio-Video Detection","created":"2026-09-14","cited_by_count":0,"area":null},{"id":"2610.18485","title":"Physics-Aware Deepfake Detection via Distance-Speech Consistency","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}