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

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Vito Struc

Jun 17, 2024, 9:33:29 AMJun 17
to ml-...@googlegroups.com, Marija Ivanovska
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

Paper submission: 3 July 2024, 11:59pm PST

*** 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

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