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Deepfake detection by exploiting surface anomalies: the SurFake approach
v1v2 (latest)

Deepfake detection by exploiting surface anomalies: the SurFake approach

31 October 2023
Andrea Ciamarra
R. Caldelli
Federico Becattini
Lorenzo Seidenari
Marco Bertini
ArXiv (abs)PDFHTML

Papers citing "Deepfake detection by exploiting surface anomalies: the SurFake approach"

8 / 8 papers shown
SFANet: Spatial-Frequency Attention Network for Deepfake Detection
SFANet: Spatial-Frequency Attention Network for Deepfake Detection
Vrushank Ahire
Aniruddh Muley
Shivam Zample
Siddharth Verma
Pranav Menon
Surbhi Madan
Abhinav Dhall
ViT
166
0
0
06 Oct 2025
Unmasking Puppeteers: Leveraging Biometric Leakage to Disarm Impersonation in AI-based Videoconferencing
Unmasking Puppeteers: Leveraging Biometric Leakage to Disarm Impersonation in AI-based Videoconferencing
Danial Samadi Vahdati
T. D. Nguyen
Ekta Prashnani
Koki Nagano
D. Luebke
Orazio Gallo
Matthew C. Stamm
AAML
202
0
0
03 Oct 2025
MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark
MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark
Florinel-Alin Croitoru
Vlad Hondru
Marius Popescu
Radu Tudor Ionescu
Fahad Shahbaz Khan
Mubarak Shah
289
4
0
16 May 2025
Deepfake Media Generation and Detection in the Generative AI Era: A
  Survey and Outlook
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook
Florinel-Alin Croitoru
Andrei Iulian Hiji
Vlad Hondru
Nicolae-Cătălin Ristea
Paul Irofti
Marius Popescu
Cristian Rusu
Radu Tudor Ionescu
Fahad Shahbaz Khan
Mubarak Shah
465
22
0
29 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey
Hong-Hanh Nguyen-Le
Van-Tuan Tran
Dinh-Thuc Nguyen
Nhien-An Le-Khac
AAML
706
7
0
26 Nov 2024
Deepfake Media Forensics: State of the Art and Challenges Ahead
Deepfake Media Forensics: State of the Art and Challenges AheadInternational Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2024
Irene Amerini
Mauro Barni
Sebastiano Battiato
Paolo Bestagini
Giulia Boato
...
Davide Salvi
Stefano Tubaro
Claudia Melis Tonti
Massimo Villari
D. Vitulano
AAML
422
16
0
01 Aug 2024
Deepfake Generation and Detection: A Benchmark and Survey
Deepfake Generation and Detection: A Benchmark and Survey
Gan Pei
Jiangning Zhang
Menghan Hu
Ying Tai
Chengjie Wang
Yunsheng Wu
Guangtao Zhai
Jian Yang
Dacheng Tao
449
99
0
26 Mar 2024
Xception: Deep Learning with Depthwise Separable Convolutions
Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016
François Chollet
MDEBDLPINN
3.6K
17,239
0
07 Oct 2016
1
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