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
Face Forgery Video Detection via Temporal Forgery Cue Unraveling CVPR 2025
FakeDiffer: Distributional Disparity Learning on Differentiated Reconstruction for Face Forgery Detection AAAI 2025
Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing AAAI 2025
Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection ICCV 2025
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025
Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model CVPR 2025
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025
FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 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
Think Twice Before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation IJCAI 2025
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024
CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection INTERSPEECH 2024
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NIPS 2024
Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics IJCAI 2024
FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion CVPR 2024
FakeSound: Deepfake General Audio Detection INTERSPEECH 2024
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024
DF40: Toward Next-Generation Deepfake Detection NIPS 2024
TraceEvader: Making DeepFakes More Untraceable via Evading the Forgery Model Attribution AAAI 2024
PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation AAAI 2024
Weakly-Supervised Deepfake Localization in Diffusion-Generated Images WACV 2024