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FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network
v1v2 (latest)

FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network

IFIP International Information Security Conference (IIS), 2020
5 January 2020
Hyeonseong Jeon
Youngoh Bang
Simon S. Woo
ArXiv (abs)PDFHTML

Papers citing "FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network"

21 / 21 papers shown
Frequency Bias Matters: Diving into Robust and Generalized Deep Image Forgery Detection
Frequency Bias Matters: Diving into Robust and Generalized Deep Image Forgery DetectionIEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025
Chi Liu
Tianqing Zhu
Wanlei Zhou
Wei Zhao
AAML
200
0
0
25 Nov 2025
Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection
Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection
Minsun Jeon
Simon S. Woo
185
2
0
27 Sep 2025
FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection
FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection
Minji Heo
Simon S. Woo
281
1
0
20 Sep 2025
UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints
UGAD: Universal Generative AI Detector utilizing Frequency FingerprintsInternational Conference on Information and Knowledge Management (CIKM), 2024
Inzamamul Alam
Muhammad Shahid Muneer
Simon Woo
416
13
0
12 Sep 2024
Towards Robust GAN-generated Image Detection: a Multi-view Completion
  Representation
Towards Robust GAN-generated Image Detection: a Multi-view Completion RepresentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Chi Liu
Tianqing Zhu
Sheng Shen
Wanlei Zhou
AAML
220
13
0
02 Jun 2023
Evading DeepFake Detectors via Adversarial Statistical Consistency
Evading DeepFake Detectors via Adversarial Statistical ConsistencyComputer Vision and Pattern Recognition (CVPR), 2023
Yang Hou
Qing Guo
Yihao Huang
Xiaofei Xie
Lei Ma
Jianjun Zhao
AAML
371
75
0
23 Apr 2023
Deepfake Detection: A Comprehensive Study from the Reliability
  Perspective
Deepfake Detection: A Comprehensive Study from the Reliability PerspectiveACM Computing Surveys (ACM CSUR), 2022
Tianyi Wang
Xin Liao
Kam-pui Chow
Xiaodong Lin
Yinglong Wang
370
6
0
20 Nov 2022
Deepfake Detection for Facial Images with Facemasks
D. Ko
Sangjun Lee
Jin-Yeol Park
Saebyeol Shin
Do-Soon Hong
Simon S. Woo
CVBM
309
8
0
23 Feb 2022
Block shuffling learning for Deepfake Detection
Block shuffling learning for Deepfake Detection
Sitong Liu
Z. Lian
Siqi Gu
Liang Xiao
AAML
303
10
0
06 Feb 2022
DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect
  Various AI-Generated Fake Images
DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images
Youngoh Bang
Simon S. Woo
AAMLCVBM
134
10
0
22 Dec 2021
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal
  and Multimodal Detectors
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors
Hasam Khalid
Minhan Kim
Shahroz Tariq
Simon S. Woo
155
110
0
07 Sep 2021
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset
Hasam Khalid
Shahroz Tariq
Minha Kim
Simon S. Woo
535
314
0
11 Aug 2021
CoReD: Generalizing Fake Media Detection with Continual Representation
  using Distillation
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation
Minhan Kim
Shahroz Tariq
Simon S. Woo
CLL
431
69
0
06 Jul 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and
  Representation Learning
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning
Minhan Kim
Shahroz Tariq
Simon S. Woo
374
104
0
28 May 2021
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection
M2TR: Multi-modal Multi-scale Transformers for Deepfake DetectionInternational Conference on Multimedia Retrieval (ICMR), 2021
Junke Wang
Zuxuan Wu
Wenhao Ouyang
Xintong Han
Yue Yu
Ser-Nam Lim
Yu-Gang Jiang
ViT
357
375
0
20 Apr 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon
Countering Malicious DeepFakes: Survey, Battleground, and HorizonInternational Journal of Computer Vision (IJCV), 2021
Felix Juefei Xu
Run Wang
Yihao Huang
Qing Guo
Lei Ma
Yang Liu
AAML
632
172
0
27 Feb 2021
Generalized Facial Manipulation Detection with Edge Region Feature
  Extraction
Generalized Facial Manipulation Detection with Edge Region Feature ExtractionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Dong-Keon Kim
Kwangsu Kim
AAMLCVBM
207
15
0
02 Feb 2021
A Convolutional LSTM based Residual Network for Deepfake Video Detection
A Convolutional LSTM based Residual Network for Deepfake Video Detection
Shahroz Tariq
Sangyup Lee
Simon S. Woo
197
98
0
16 Sep 2020
T-GD: Transferable GAN-generated Images Detection Framework
T-GD: Transferable GAN-generated Images Detection FrameworkInternational Conference on Machine Learning (ICML), 2020
Hyeonseong Jeon
Youngoh Bang
Junyaup Kim
Simon S. Woo
313
56
0
10 Aug 2020
Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware
  Clues
Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware CluesEuropean Conference on Computer Vision (ECCV), 2020
Yuyang Qian
Guojun Yin
Lu Sheng
Zixuan Chen
Jing Shao
CVBM
509
1,040
0
18 Jul 2020
Attentive Semantic Exploring for Manipulated Face Detection
Attentive Semantic Exploring for Manipulated Face DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Zehao Chen
Hua Yang
CVBM
209
31
0
06 May 2020
1
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