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Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach


Jun 25, 2022
Brian Pulfer, Roman Chaban, Yury Belousov, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy

* Paper accepted at the 29th IEEE International Conference on Image Processing (IEEE ICIP) 

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Mobile authentication of copy detection patterns


Mar 04, 2022
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy


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Machine learning attack on copy detection patterns: are 1x1 patterns cloneable?


Oct 06, 2021
Roman Chaban, Olga Taran, Joakim Tutt, Taras Holotyak, Slavi Bonev, Slava Voloshynovskiy


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Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups


Feb 04, 2020
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flavio P. Calmon, Slava Voloshynovskiy

* Accepted as an oral presentation for ICASSP 2020 

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Information bottleneck through variational glasses


Dec 05, 2019
Slava Voloshynovskiy, Mouad Kondah, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Danilo Jimenez Rezende


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Robustification of deep net classifiers by key based diversified aggregation with pre-filtering


May 14, 2019
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy


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Reconstruction of Privacy-Sensitive Data from Protected Templates


May 08, 2019
Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy

* accepted at ICIP 2019 

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Defending against adversarial attacks by randomized diversification


Apr 01, 2019
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy


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