deepfake detection

Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection AAAI 2026 Mapping Networks CVPR 2026 MedForge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning ACL 2026 Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning AAAI 2026 Pixels Don't Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision CVPR 2026 Revealing the Truth with ConLLM for Detecting Multi-Modal Deepfakes EACL 2026 SAFE: Semantic- and Frequency-Enhanced Curriculum for Cross-Domain Deepfake Detection AAAI 2026 SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation ACL 2026 TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection WACV 2026 TriDF: Evaluating Perception, Detection, and Hallucination for Interpretable DeepFake Detection CVPR 2026 Tutor-Student Reinforcement Learning: A Dynamic Curriculum for Robust Deepfake Detection CVPR 2026 Uncovering and Mitigating Destructive Multi-Embedding Attacks in Deepfake Proactive Forensics AAAI 2026 Unleashing Vision-Language Semantics for Deepfake Video Detection CVPR 2026 X-AVDT: Audio-Visual Cross-Attention for Robust Deepfake Detection CVPR 2026 XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark EACL 2026 AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark CVPR 2025 ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis Interspeech 2025 Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection ICCV 2025 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025 CorrDetail: Visual Detail Enhanced Self-Correction for Face Forgery Detection IJCAI 2025 Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025 D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025 DeCLIP: Decoding CLIP Representations for Deepfake Localization WACV 2025 DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025 Detecting deepfakes and false ads through analysis of text and social engineering techniques COLING 2025