[visionlist] [Call for Papers]: Recent Advances in Detecting Manipulation Attacks on Biometric Systems

[Vitomir Štruc]

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Recent Advances in Detecting Manipulation Attacks on Biometric Systems
Special session held in the scope of IEEE IJCB 2024
15-18 September 2024, Buffalo, USA
https://sites.google.com/view/ss-adma2024/home

Paper submission: 3 July 2024, 11:59pm PST
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*** Call for Papers ***
Manipulated attacks in biometrics via modified images/videos and other 
material-based techniques such as presentation attacks and deep fakes 
have become a tremendous threat to the security world owing to 
increasingly realistic spoofing methods. Hence, such manipulations have 
triggered the need for research attention towards robust and reliable 
methods for detecting biometric manipulation attacks. The recent 
inclusion of manipulation/generation methods such as auto-encoder and 
generative adversarial network approaches combined with accurate 
localisation and perceptual learning objectives added an extra challenge 
to such manipulation detection tasks. Due to this, the performance of 
existing state-of-the-art manipulation detection methods significantly 
degrades in the unknown scenarios. Apart from this, real-time 
processing, manipulation on low-quality medium, limited availability of 
data, and inclusion of these manipulation detection techniques for 
forensic investigation are yet to be widely explored. Hence, this 
special session aims to profile recent developments and push the border 
of the digital manipulation detection technique on biometric systems.

We invite practitioners, researchers and engineers from biometrics, 
signal processing, material science, mathematics, computer vision and 
machine learning to contribute their expertise to underpin the 
highlighted challenges. Further, this special session promote cross 
disciplinary research by inviting the partitioner in the field of 
psychology where one can perform the human observer (or 
super-recogniser) analysis to detect attacks.Topics of interest include, 
but are not limited to:

+ Deepfake manipulation and detection technique
+ Novel generalised PAD to unknown attacks
+ Image manipulation techniques datasets
+ Database in image and video manipulation, and attacks
+ Privacy preserving techniques in digital manipulation attack detection
+ Image and video synthesis in PAD
+ Image and video manipulation generation and detection
+ Human observer analysis in detecting the manipulated biometric images
+ Novel sensors for detecting manipulated attacks
+ Bias analyses and mitigation in attack detection algorithms


*** Submission ***
Submit your papers at: https://cmt3.research.microsoft.com/IJCBSSADMA2024


*** Important Dates ***

Full Paper Submission: July 3, 2024, 23:59:59 PDT
Acceptance Notice:     July 24, 2024, 23:59:59 PDT

For more information, visit: https://sites.google.com/view/ss-adma2024/home

-- 
Prof. Vitomir Struc, PhD
Laboratory for Machine Intelligence
Faculty of Electrical Engineering
University of Ljubljana, Slovenija
URL: https://lmi.fe.uni-lj.si/en/vitomir-struc/

VP Technical Activities, IEEE Biometrics Council
Supervisory Board Memebr: European Association for Biometrics (EAB)
Secretary of IAPR Technical Committee on Biometrics (TC4)

Program Co-Chair: IEEE International Conference on Automatic Face and Gesture Recognition (FG 2024), https://fg2024.ieee-biometrics.org/
Program Co-Chair: IEEE International Workshop on Information Forensics and Security (WIFS 2024), https://wifs2024.uniroma3.it/
Program Co-Chair: IEEE Winter Conference on Applications in Computer Vision (WACV 2025)
Tutorial Co-Chair: IEEE/CVF Computer Vision and Pattern Recognition (CVPR 2024): https://cvpr.thecvf.com/