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Deep Face Representations for Differential Morphing Attack Detection
v1v2 (latest)

Deep Face Representations for Differential Morphing Attack Detection

IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2020
5 January 2020
U. Scherhag
Christian Rathgeb
J. Merkle
Christoph Busch
    AAMLCVBM
ArXiv (abs)PDFHTML

Papers citing "Deep Face Representations for Differential Morphing Attack Detection"

50 / 50 papers shown
Facial Demorphing from a Single Morph Using a Latent Conditional GAN
Facial Demorphing from a Single Morph Using a Latent Conditional GAN
Nitish Shukla
Arun Ross
302
0
0
24 Jul 2025
DOOMGAN:High-Fidelity Dynamic Identity Obfuscation Ocular Generative Morphing
DOOMGAN:High-Fidelity Dynamic Identity Obfuscation Ocular Generative Morphing
Bharath Krishnamurthy
Ajita Rattani
184
1
0
23 Jul 2025
In-context Learning of Vision Language Models for Detection of Physical and Digital Attacks against Face Recognition Systems
In-context Learning of Vision Language Models for Detection of Physical and Digital Attacks against Face Recognition Systems
Lázaro J. González Soler
Maciej Salwowski
Christoph Busch
AAML
218
1
0
21 Jul 2025
Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models
Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language ModelsIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025
Ria Shekhawat
Hailin Li
Raghavendra Ramachandra
S. Venkatesh
269
3
0
21 May 2025
diffDemorph: Extending Reference-Free Demorphing to Unseen Faces
diffDemorph: Extending Reference-Free Demorphing to Unseen FacesInternational Conference on Information Photonics (ICIP), 2025
Nitish Shukla
Arun Ross
DiffM
690
0
0
20 May 2025
ChatGPT Encounters Morphing Attack Detection: Zero-Shot MAD with Multi-Modal Large Language Models and General Vision Models
ChatGPT Encounters Morphing Attack Detection: Zero-Shot MAD with Multi-Modal Large Language Models and General Vision Models
Haoyu Zhang
Raghavendra Ramachandra
Kiran Raja
C. Busch
360
5
0
13 Mar 2025
DiffFake: Exposing Deepfakes using Differential Anomaly Detection
DiffFake: Exposing Deepfakes using Differential Anomaly Detection
Sotirios Stamnas
Victor Sanchez
285
2
0
22 Feb 2025
Metric for Evaluating Performance of Reference-Free Demorphing Methods
Metric for Evaluating Performance of Reference-Free Demorphing Methods
Nitish Shukla
Arun Ross
CVBM
358
2
0
21 Jan 2025
TetraLoss: Improving the Robustness of Face Recognition against Morphing Attacks
TetraLoss: Improving the Robustness of Face Recognition against Morphing AttacksIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2024
M. Ibsen
Lázaro J. González Soler
Christian Rathgeb
C. Busch
CVBMAAML
283
9
0
31 Dec 2024
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples
SynMorph: Generating Synthetic Face Morphing Dataset with Mated SamplesIEEE Access (IEEE Access), 2024
Haoyu Zhang
Raghavendra Ramachandra
Kiran Raja
Christoph Busch
CVBM
314
5
0
09 Sep 2024
Dealing with Subject Similarity in Differential Morphing Attack
  Detection
Dealing with Subject Similarity in Differential Morphing Attack Detection
Nicolò Di Domenico
Guido Borghi
Annalisa Franco
Davide Maltoni
248
3
0
11 Apr 2024
V-MAD: Video-based Morphing Attack Detection in Operational Scenarios
V-MAD: Video-based Morphing Attack Detection in Operational Scenarios
Guido Borghi
Annalisa Franco
Nicolò Di Domenico
Matteo Ferrara
Davide Maltoni
218
2
0
10 Apr 2024
Optimal-Landmark-Guided Image Blending for Face Morphing Attacks
Optimal-Landmark-Guided Image Blending for Face Morphing Attacks
Qiaoyun He
Zongyong Deng
Zuyuan He
Qijun Zhao
CVBM
267
2
0
30 Jan 2024
Towards Better Morphed Face Images without Ghosting Artifacts
Towards Better Morphed Face Images without Ghosting Artifacts
Clemens Seibold
Anna Hilsmann
Peter Eisert
CVBM
325
2
0
13 Dec 2023
Worst-Case Morphs using Wasserstein ALI and Improved MIPGAN
Worst-Case Morphs using Wasserstein ALI and Improved MIPGANIET Biometrics (IET Biometrics), 2023
Una M. Kelly
Meike Nauta
Lu Liu
Luuk J. Spreeuwers
Raymond N. J. Veldhuis
267
1
0
12 Oct 2023
Fused Classification For Differential Face Morphing Detection
Fused Classification For Differential Face Morphing Detection
Iurii Medvedev
Joana Pimenta
Nuno Gonçalves
CVBM
273
3
0
01 Sep 2023
Detecting Morphing Attacks via Continual Incremental Training
Detecting Morphing Attacks via Continual Incremental Training
Lorenzo Pellegrini
Guido Borghi
Annalisa Franco
Davide Maltoni
CLL
299
5
0
27 Jul 2023
Towards minimizing efforts for Morphing Attacks -- Deep embeddings for
  morphing pair selection and improved Morphing Attack Detection
Towards minimizing efforts for Morphing Attacks -- Deep embeddings for morphing pair selection and improved Morphing Attack DetectionPLoS ONE (PLoS ONE), 2023
Roman Kessler
Kiran Raja
Juan Tapia
Christoph Busch
AAML
187
10
0
29 May 2023
Differential Newborn Face Morphing Attack Detection using Wavelet
  Scatter Network
Differential Newborn Face Morphing Attack Detection using Wavelet Scatter Network
Raghavendra Ramachandra
S. Venkatesh
Guoqiang Li
Kiran Raja
CVBM
244
6
0
02 May 2023
Multispectral Imaging for Differential Face Morphing Attack Detection: A
  Preliminary Study
Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary StudyIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Raghavendra Ramachandra
S. Venkatesh
Naser Damer
N. Vetrekar
R. Gad
CVBM
219
10
0
07 Apr 2023
MorphGANFormer: Transformer-based Face Morphing and De-Morphing
MorphGANFormer: Transformer-based Face Morphing and De-Morphing
Naifeng Zhang
Xudong Liu
Xuzhao Li
Guo-Jun Qi
CVBM
188
8
0
18 Feb 2023
Leveraging Diffusion For Strong and High Quality Face Morphing Attacks
Leveraging Diffusion For Strong and High Quality Face Morphing AttacksIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023
Zander W. Blasingame
Chen Liu
DiffM
417
22
0
10 Jan 2023
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting
Naifeng Zhang
Shan Jia
Siwei Lyu
Xin Li
AAML
313
1
0
27 Oct 2022
FedForgery: Generalized Face Forgery Detection with Residual Federated
  Learning
FedForgery: Generalized Face Forgery Detection with Residual Federated LearningIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022
Decheng Liu
Zhan Dang
Chunlei Peng
Yu Zheng
Shuang Li
N. Wang
Xinbo Gao
FedML
348
63
0
18 Oct 2022
Reliable Face Morphing Attack Detection in On-The-Fly Border Control
  Scenario with Variation in Image Resolution and Capture Distance
Reliable Face Morphing Attack Detection in On-The-Fly Border Control Scenario with Variation in Image Resolution and Capture Distance
Jag Mohan Singh
Raghavendra Ramachandra
CVBM
230
9
0
30 Sep 2022
Alcohol Consumption Detection from Periocular NIR Images Using Capsule
  Network
Alcohol Consumption Detection from Periocular NIR Images Using Capsule NetworkInternational Conference on Pattern Recognition (ICPR), 2022
Juan Tapia
E. Droguett
Christoph Busch
155
9
0
04 Sep 2022
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on
  Privacy-aware Synthetic Training Data
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data
Marco Huber
Fadi Boutros
An Luu
Kiran Raja
Raghavendra Ramachandra
...
Marija Ivanovska
Borut Batagelj
Andrej Kronovvsek
Peter Peer
Vitomir vStruc
CVBM
187
43
0
15 Aug 2022
Face Morphing Attacks and Face Image Quality: The Effect of Morphing and
  the Unsupervised Attack Detection by Quality
Face Morphing Attacks and Face Image Quality: The Effect of Morphing and the Unsupervised Attack Detection by QualityIET Biometrics (IET Biom.), 2022
Biying Fu
Naser Damer
AAMLCVBM
170
13
0
11 Aug 2022
MorDeephy: Face Morphing Detection Via Fused Classification
MorDeephy: Face Morphing Detection Via Fused ClassificationInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022
Iurii Medvedev
Farhad Shadmand
Nuno Gonçalves
CVBM
228
12
0
05 Aug 2022
Single Morphing Attack Detection using Siamese Network and Few-shot
  Learning
Single Morphing Attack Detection using Siamese Network and Few-shot Learning
Juan Tapia
Daniel Schulz
Christoph Busch
CVBM
130
4
0
22 Jun 2022
Are GAN-based Morphs Threatening Face Recognition?
Are GAN-based Morphs Threatening Face Recognition?IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Eklavya Sarkar
Pavel Korshunov
Laurent Colbois
S´ebastien Marcel
CVBM
209
51
0
05 May 2022
Privacy-friendly Synthetic Data for the Development of Face Morphing
  Attack Detectors
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
Naser Damer
César Augusto Fontanillo López
Meiling Fang
Noémie Spiller
Minh Pham
Fadi Boutros
336
57
0
13 Mar 2022
Analyzing Human Observer Ability in Morphing Attack Detection -- Where
  Do We Stand?
Analyzing Human Observer Ability in Morphing Attack Detection -- Where Do We Stand?IEEE Transactions on Technology and Society (IEEE TTS), 2022
Sankini Rancha Godage
Frøy Løvåsdal
S. Venkatesh
Kiran Raja
Raghavendra Ramachandra
Christoph Busch
402
31
0
24 Feb 2022
Reliable Detection of Doppelgängers based on Deep Face Representations
Reliable Detection of Doppelgängers based on Deep Face RepresentationsIET Biometrics (IET Biom.), 2022
Christian Rathgeb
Daniel Fischer
P. Drozdowski
Christoph Busch
CVBMPICV
203
4
0
21 Jan 2022
Algorithmic Fairness in Face Morphing Attack Detection
Algorithmic Fairness in Face Morphing Attack Detection
Raghavendra Ramachandra
Kiran Raja
Christoph Busch
CVBM
265
9
0
23 Nov 2021
Single Morphing Attack Detection using Feature Selection and
  Visualisation based on Mutual Information
Single Morphing Attack Detection using Feature Selection and Visualisation based on Mutual Information
Juan Tapia
Christoph Busch
CVBM
115
20
0
26 Oct 2021
Differential Anomaly Detection for Facial Images
Differential Anomaly Detection for Facial Images
M. Ibsen
Lázaro J. González Soler
Christian Rathgeb
P. Drozdowski
M. Gomez-Barrero
Christoph Busch
CVBM
203
18
0
07 Oct 2021
PW-MAD: Pixel-wise Supervision for Generalized Face Morphing Attack
  Detection
PW-MAD: Pixel-wise Supervision for Generalized Face Morphing Attack DetectionInternational Symposium on Visual Computing (ISVC), 2021
Naser Damer
Noémie Spiller
Meiling Fang
Fadi Boutros
Florian Kirchbuchner
Arjan Kuijper
CVBM
168
46
0
23 Aug 2021
Conditional Identity Disentanglement for Differential Face Morph
  Detection
Conditional Identity Disentanglement for Differential Face Morph Detection
Sudipta Banerjee
Arun Ross
CVBM
247
24
0
05 Jul 2021
Differential Morph Face Detection using Discriminative Wavelet Sub-bands
Differential Morph Face Detection using Discriminative Wavelet Sub-bands
Baaria Chaudhary
Poorya Aghdaie
Sobhan Soleymani
J. Dawson
Nasser M. Nasrabadi
CVBM
193
28
0
24 Jun 2021
Focused LRP: Explainable AI for Face Morphing Attack Detection
Focused LRP: Explainable AI for Face Morphing Attack Detection
Clemens Seibold
Anna Hilsmann
Peter Eisert
CVBMAAML
190
20
0
26 Mar 2021
Effects of Image Compression on Face Image Manipulation Detection: A
  Case Study on Facial Retouching
Effects of Image Compression on Face Image Manipulation Detection: A Case Study on Facial RetouchingIET Biometrics (IB), 2021
Christian Rathgeb
Kevin Bernardo
Nathania E. Haryanto
Christoph Busch
CVBM
221
9
0
05 Mar 2021
Vulnerability Analysis of Face Morphing Attacks from Landmarks and
  Generative Adversarial Networks
Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks
Eklavya Sarkar
Pavel Korshunov
Laurent Colbois
S´ebastien Marcel
AAMLCVBM
267
61
0
09 Dec 2020
Mutual Information Maximization on Disentangled Representations for
  Differential Morph Detection
Mutual Information Maximization on Disentangled Representations for Differential Morph DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Sobhan Soleymani
Ali Dabouei
Fariborz Taherkhani
J. Dawson
Nasser M. Nasrabadi
254
30
0
02 Dec 2020
Differential Morphed Face Detection Using Deep Siamese Networks
Differential Morphed Face Detection Using Deep Siamese Networks
Sobhan Soleymani
Baaria Chaudhary
Ali Dabouei
J. Dawson
Nasser M. Nasrabadi
CVBM
230
30
0
02 Dec 2020
Face Morphing Attack Generation & Detection: A Comprehensive Survey
Face Morphing Attack Generation & Detection: A Comprehensive Survey
S. Venkatesh
Raghavendra Ramachandra
Kiran Raja
Christoph Busch
AAMLCVBM
381
140
0
03 Nov 2020
Adversarial Attacks against Face Recognition: A Comprehensive Study
Adversarial Attacks against Face Recognition: A Comprehensive Study
Fatemeh Vakhshiteh
A. Nickabadi
Raghavendra Ramachandra
AAML
317
16
0
22 Jul 2020
Detection of Makeup Presentation Attacks based on Deep Face
  Representations
Detection of Makeup Presentation Attacks based on Deep Face Representations
Christian Rathgeb
P. Drozdowski
Christoph Busch
AAML
228
19
0
09 Jun 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection
DeepFakes and Beyond: A Survey of Face Manipulation and Fake DetectionInformation Fusion (Inf. Fusion), 2020
Ruben Tolosana
R. Vera-Rodríguez
Julian Fierrez
Aythami Morales
J. Ortega-Garcia
3DPCCVBM
502
1,025
0
01 Jan 2020
Face morphing detection in the presence of printing/scanning and
  heterogeneous image sources
Face morphing detection in the presence of printing/scanning and heterogeneous image sources
Matteo Ferrara
Annalisa Franco
Davide Maltoni
CVBM
363
64
0
25 Jan 2019
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