Joakim Tutt
PhD student
Office
Battelle A
Room 223, 1st floor
Address
CUI - University of Geneva
7, route de Drize
1227 Carouge 4
Profile
Biography
Joakim Tutt received MSc degree in Mathematics at University of Geneva in May 2015.
He currently works as a PhD student in Computer Sciences with the Stochastic Information Processing (SIP) Group, Departement of Computer Sciences, University of Geneva.
He joined the group in July 2019.
Research interests
Statistical studies of imaging devices, Divergence measures and metrics, Information Theory
Teaching
He is involved in the following courses :
- Imagerie Numérique,
- Sécurité des Systèmes d’Information.
Miscellanous
Received the Master Excellence Fellowship in 2012.
Publications
Please refer to my Google Scholar for full list of publications.
- J. Tutt and S. Voloshynovskiy, "Provable Performance Guarantees of Copy Detection Patterns," in Proc. 16th IEEE International Workshop on Information Forensics and Security (WIFS), Roma, Italy, 2024. [pdf|bib]
- J. Tutt, O. Taran, R. Chaban, B. Pulfer, Y. Belousov, T. Holotyak, and S. Voloshynovskiy, "Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach," IEEE Transactions on Information Forensics and Security, vol. 19, pp. 3124-3134, 2024. [pdf|bib]
- Y. Belousov, G. Quétant, B. Pulfer, R. Chaban, J. Tutt, O. Taran, T. Holotyak, and S. Voloshynovskiy, "A Machine Learning-Based Digital Twin for Anti-Counterfeiting Applications with Copy Detection Patterns," IEEE Transactions on Information Forensics and Security, vol. 19, pp. 3395-3408, 2024. [pdf|bib]
- J. Tutt, O. Taran, R. Chaban, B. Pulfer, Y. Belousov, T. Holotyak, and S. Voloshynovskiy, "Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns," in Proc. IEEE International Workshop on Information Forensics and Security (WIFS), Shanghai, China, 2022. [pdf|bib]
- Y. Belousov, B. Pulfer, R. Chaban, J. Tutt, O. Taran, T. Holotyak, and S. Voloshynovskiy, "Digital twins of physical printing-imaging channel," in Proc. IEEE International Workshop on Information Forensics and Security (WIFS), Shanghai, China, 2022. [pdf|bib]
- B. Pulfer, Y. Belousov, J. Tutt, R. Chaban, O. Taran, T. Holotyak, and S. Voloshynovskiy, "Anomaly localization for copy detection patterns through print estimation," in Proc. IEEE International Workshop on Information Forensics and Security (WIFS), Shanghai, China, 2022. [pdf|bib]
- B. Pulfer, R. Chaban, Y. Belousov, J. Tutt, O. Taran, T. Holotyak, and S. Voloshynovskiy, "Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach," in Proc. IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022. [pdf|bib]
- R. Chaban, O. Taran, J. Tutt, Y. Belousov, B. Pulfer, T. Holotyak, and S. Voloshynovskiy, "Printing variability of copy detection patterns," in Proc. IEEE International Workshop on Information Forensics and Security (WIFS), Shanghai, China, 2022. [pdf|bib]
- O. Taran, J. Tutt, T. Holotyak, R. Chaban, S. Bonev, and S. Voloshynovskiy, "Mobile authentication of copy detection patterns: how critical is to know fakes?," in Proc. IEEE International Workshop on Information Forensics and Security (WIFS), Montpellier, France, 2021. [pdf|bib]
- R. Chaban, O. Taran, J. Tutt, T. Holotyak, S. Bonev, and S. Voloshynovskiy, "Machine learning attack on copy detection patterns: are 1x1 patterns cloneable?," in Proc. IEEE International Workshop on Information Forensics and Security (WIFS), Montpellier, France, 2021. [pdf|bib]