Joakim Tutt   

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.

• 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]

  @article { Belousov2024TIFS,
      author = { Belousov, Yury and Quétant, Guillaume and Pulfer, Brian and Chaban, Roman and Tutt, Joakim and Taran, Olga and Holotyak, Taras and Voloshynovskiy, Slava },
      journal = { IEEE Transactions on Information Forensics and Security },
      title = { A Machine Learning-Based Digital Twin for Anti-Counterfeiting Applications with Copy Detection Patterns },
      year = { 2024 },
      volume = { 19 },
      number = { },
      pages = { 3395-3408 },
      keywords = { Imaging;Authentication;Printing;Digital twins;Mathematical models;Training;Semiconductor device modeling;Copy detection patterns;machine learning;digital twin;information theory;variational approximation },
      doi = { 10.1109/TIFS.2024.3361798 }
  }

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• 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]

  @article { tutt2024pattern,
      author = { Tutt, Joakim and Taran, Olga and Chaban, Roman and Pulfer, Brian and Belousov, Yury and Holotyak, Taras and Voloshynovskiy, Slava },
      journal = { IEEE Transactions on Information Forensics and Security },
      title = { Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach },
      year = { 2024 },
      volume = { 19 },
      number = { },
      pages = { 3124-3134 },
      keywords = { Authentication;Reliability;Symbols;Probes;Printing;Imaging;Smart phones;Copy detection patterns;smartphone authentication;binary pattern-based channel;deep learning fakes },
      doi = { 10.1109/TIFS.2024.3359510 }
  }

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• 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]

  @inproceedings { Belousov2022wifs,
      author = { Belousov, Yury and Pulfer, Brian and Chaban, Roman and Tutt, Joakim and Taran, Olga and Holotyak, Taras and Voloshynovskiy, Slava },
      booktitle = { IEEE International Workshop on Information Forensics and Security (WIFS) },
      title = { Digital twins of physical printing-imaging channel },
      address = { Shanghai, China },
      pages = { },
      month = { December },
      year = { 2022 }
  }

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• 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]

  @inproceedings { Tutt2022wifs,
      author = { Tutt, Joakim and Taran, Olga and Chaban, Roman and Pulfer, Brian and Belousov, Yury and Holotyak, Taras and Voloshynovskiy, Slava },
      booktitle = { IEEE International Workshop on Information Forensics and Security (WIFS) },
      title = { Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns },
      address = { Shanghai, China },
      pages = { },
      month = { 12 },
      year = { 2022 }
  }

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• 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]

  @inproceedings { Pulfer2022wifs,
      author = { Pulfer, Brian and Belousov, Yury and Tutt, Joakim and Chaban, Roman and Taran, Olga and Holotyak, Taras and Voloshynovskiy, Slava },
      booktitle = { IEEE International Workshop on Information Forensics and Security (WIFS) },
      title = { Anomaly localization for copy detection patterns through print estimation },
      address = { Shanghai, China },
      pages = { },
      month = { December },
      year = { 2022 }
  }

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• 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]

  @inproceedings { Chaban2022wifs,
      author = { Chaban, Roman and Taran, Olga and Tutt, Joakim and Belousov, Yury and Pulfer, Brian and Holotyak, Taras and Voloshynovskiy, Slava },
      booktitle = { IEEE International Workshop on Information Forensics and Security (WIFS) },
      title = { Printing variability of copy detection patterns },
      address = { Shanghai, China },
      pages = { },
      month = { December },
      year = { 2022 }
  }

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• 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]

  @inproceedings { pulfer2022icip,
      author = { Pulfer, Brian and Chaban, Roman and Belousov, Yury and Tutt, Joakim and Taran, Olga and Holotyak, Taras and Voloshynovskiy, Slava },
      booktitle = { IEEE International Conference on Image Processing (ICIP) },
      title = { Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach },
      address = { Bordeaux, France },
      month = { October },
      year = { 2022 }
  }

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• 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]

  @inproceedings { Chaban2021wifs,
      author = { Chaban, Roman and Taran, Olga and Tutt, Joakim and Holotyak, Taras and Bonev, Slavi and Voloshynovskiy, Slava },
      booktitle = { IEEE International Workshop on Information Forensics and Security (WIFS) },
      title = { Machine learning attack on copy detection patterns: are 1x1 patterns cloneable? },
      address = { Montpellier, France },
      pages = { },
      month = { December },
      year = { 2021 }
  }

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• 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]

  @inproceedings { Taran2021IndigoMobile,
      author = { Taran, Olga and Tutt, Joakim and Holotyak, Taras and Chaban, Roman and Bonev, Slavi and Voloshynovskiy, Slava },
      booktitle = { IEEE International Workshop on Information Forensics and Security (WIFS) },
      title = { Mobile authentication of copy detection patterns: how critical is to know fakes? },
      address = { Montpellier, France },
      pages = { },
      month = { December },
      year = { 2021 }
  }

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