{"total":27,"rows":[{"id":"2505.12620","title":"BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation","created":"2025-05-19","cited_by_count":33,"area":null},{"id":"2507.14632","title":"BusterX++: Towards Unified Cross-Modal AI-Generated Content Detection and Explanation with MLLM","created":"2025-07-19","cited_by_count":29,"area":null},{"id":"2506.16802","title":"Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation","created":"2025-06-20","cited_by_count":23,"area":null},{"id":"2502.05240","title":"Survey on AI-Generated Media Detection: From Non-MLLM to MLLM","created":"2025-02-07","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":"2604.04634","title":"Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale","created":"2026-04-06","cited_by_count":8,"area":null},{"id":"2604.07763","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","created":"2026-04-09","cited_by_count":6,"area":null},{"id":"2601.04715","title":"On the Holistic Approach for Detecting Human Image Forgery","created":"2026-01-08","cited_by_count":5,"area":null},{"id":"2507.19924","title":"HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly","created":"2025-07-26","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":"2508.21052","title":"FakeParts: a New Family of AI-Generated DeepFakes","created":"2025-08-28","cited_by_count":3,"area":null},{"id":"2512.00336","title":"MVAD: A Benchmark Dataset for Multimodal AI-Generated Video-Audio Detection","created":"2025-11-29","cited_by_count":3,"area":null},{"id":"2511.12834","title":"SAGA: Source Attribution of Generative AI Videos","created":"2025-11-16","cited_by_count":2,"area":null},{"id":"2603.08536","title":"SWIFT: Sliding Window Reconstruction for Few-Shot Training-Free Generated Video Attribution","created":"2026-03-09","cited_by_count":1,"area":null},{"id":"2603.18625","title":"GenVideoLens: Where LVLMs Fall Short in AI-Generated Video Detection?","created":"2026-03-19","cited_by_count":1,"area":null},{"id":"2607.00948","title":"Dataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection","created":"2026-07-01","cited_by_count":1,"area":null},{"id":"2607.10787","title":"Detecting AI-Generated Video: A Vision-Language Dual-View Survey","created":"2026-07-12","cited_by_count":1,"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":"2509.05281","title":"Dual-Branch Convolutional Framework for Spatial and Frequency-Based Image Forgery Detection","created":"2025-09-05","cited_by_count":0,"area":null},{"id":"2602.17260","title":"EA-Swin: An Embedding-Agnostic Swin Transformer for AI-Generated Video Detection","created":"2026-02-19","cited_by_count":0,"area":null},{"id":"2605.05895","title":"Detecting AI-Generated Videos with Spiking Neural Networks","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2605.07232","title":"Towards multi-modal forgery representation learning for AI-generated video detection and localization","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2605.10071","title":"MFVLR: Multi-domain Fine-grained Vision-Language Reconstruction for Generalizable Diffusion Face Forgery Detection and Localization","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2606.02178","title":"Order within Chaos: Capturing Intrinsic Energy Anomalies for AI-Manipulated Image Forgery Localization","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2607.18263","title":"Position: AI/ML Deepfake Research is Misaligned with AI-Generated Non-Consensual Intimate Imagery (AIG-NCII)","created":"2026-05-16","cited_by_count":0,"area":null},{"id":"2608.03096","title":"FakeI2V-Bench: Benchmarking the Applicability of Image-level Deepfake Detectors for Deepfake Video Detection","created":"2026-08-04","cited_by_count":0,"area":null},{"id":"2609.27904","title":"Spatiality-Frequency Domain Video Forgery Detection System Based on ResNet-LSTM-CBAM and DCT Hybrid Network","created":"2026-08-21","cited_by_count":0,"area":null}],"next_cursor":null}