conftrace_

deepfake detection

174 papers

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Co-occurring keywords

domain generalization (1522) anomaly detection (747) face forgery detection (40) image forensics (62) multimodal learning (4645) face recognition (469) representation learning (6206) generative model (2892) self-supervised learning (3777) contrastive learning (4032)

Papers

SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods ACL 2025
Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted CVPR 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark CVPR 2025
FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 2025
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025
Learning Real Facial Concepts for Independent Deepfake Detection IJCAI 2025
Detecting deepfakes and false ads through analysis of text and social engineering techniques COLING 2025
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model CVPR 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
Spatial-Temporal Forgery Trace based Forgery Image Identification ICCV 2025
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector CVPR 2025
ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks AAAI 2025
Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection IJCAI 2025
Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025
D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping ICCV 2025
FaceShield: Defending Facial Image against Deepfake Threats ICCV 2025
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection ICCV 2025
Seeing Through Deepfakes: A Human-Inspired Framework for Multi-Face Detection ICCV 2025
Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model CVPR 2025
Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection AAAI 2025
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing AAAI 2025