Recent Advances in Detecting Manipulation Attacks on Biometric Systems (ADMA-2022) Call for Papers

Recent Advances in Detecting Manipulation Attacks on Biometric Systems (ADMA-2022)

IJCB 2022 - Special Session


Website: https://sites.google.com/view/ijcb-ss-adma-2022/home


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 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 Guidelines:

?  Submit your papers at: https://cmt3.research.microsoft.com/IJCB2022
in a special session track.

?  Paper presented at ADMA-2022 will be published as part of the
IJCB2022 and should, therefore, follow the same guideline as the main
conference.

?  Page limit: A paper can be up to 8 pages including figures and
tables, plus additional pages for references only. If the 7th and 8th
pages contain any content other than references, they will incur a
cost of USD100 per page.

?  Papers will be double-blind peer reviewed by at least three
reviewers. Please remove author names, affiliations, email addresses,
etc. from the paper. Remove personal acknowledgments.

 

Important Dates:

?             Full Paper Submission: July 27, 2022, 23:59:59 PDT

?             Acceptance Notice: August 17, 2022, 23:59:59 PDT

?             Camera-Ready Paper: August 24, 2022, 23:59:59 PDT

 

Organizing Committee:

Assoc. Prof. Abhijit Das, BITS Pilani, India

Prof. Raghavendra Ramachandra, NTNU, Norway

Meiling Fang, Fraunhofer IGD, Germany

Dr. Naser Damer, Fraunhofer IGD, Germany

Prof. Hu Han, CAS, China