"deepfake detection" Papers
13 papers found
D^3: Scaling Up Deepfake Detection by Learning from Discrepancy
Yongqi Yang, Zhihao Qian, Ye Zhu et al.
CVPR 2025posterarXiv:2404.04584
19
citations
Fair Deepfake Detectors Can Generalize
Harry Cheng, Ming-Hui Liu, Yangyang Guo et al.
NeurIPS 2025posterarXiv:2507.02645
2
citations
FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning
Gaojian Wang, Feng Lin, Tong Wu et al.
CVPR 2025posterarXiv:2412.12032
11
citations
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
Kaiqing Lin, Zhiyuan Yan, Ke-Yue Zhang et al.
NeurIPS 2025posterarXiv:2505.19582
2
citations
Is Artificial Intelligence Generated Image Detection a Solved Problem?
Ziqiang Li, Jiazhen Yan, Ziwen He et al.
NeurIPS 2025posterarXiv:2505.12335
15
citations
MLEP: Multi-granularity Local Entropy Patterns for Generalized AI-generated Image Detection
Lin Yuan, Xiaowan Li, Yan Zhang et al.
NeurIPS 2025poster
RealEdit: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations
Peter Sushko, Ayana Bharadwaj, Zhi Yang Lim et al.
CVPR 2025posterarXiv:2502.03629
5
citations
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector
Xiao Guo, Xiufeng Song, Yue Zhang et al.
CVPR 2025posterarXiv:2503.20188
24
citations
Seeing Through Deepfakes: A Human-Inspired Framework for Multi-Face Detection
Juan Hu, Shaojing Fan, Terence Sim
ICCV 2025posterarXiv:2507.14807
1
citations
Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted
Shuaiwei Yuan, Junyu Dong, Yuezun Li
CVPR 2025posterarXiv:2505.08255
2
citations
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities
Lorenzo Baraldi, Federico Cocchi, Marcella Cornia et al.
ECCV 2024posterarXiv:2407.20337
31
citations
Real Appearance Modeling for More General Deepfake Detection
Jiahe Tian, Yu Cai, Xi Wang et al.
ECCV 2024poster
12
citations
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile
Seokjun Lee, Seung-Won Jung, Hyunseok Seo
AAAI 2024paperarXiv:2403.05093
8
citations