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Olga Taran
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Defending against adversarial attacks by randomized diversification
O Taran, S Rezaeifar, T Holotyak, S Voloshynovskiy
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
462019
Information bottleneck through variational glasses
S Voloshynovskiy, M Kondah, S Rezaeifar, O Taran, T Holotyak, ...
arXiv preprint arXiv:1912.00830, 2019
362019
Bridging machine learning and cryptography in defence against adversarial attacks
O Taran, S Rezaeifar, S Voloshynovskiy
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
332018
Privacy preserving identification using sparse approximation with ambiguization
B Razeghi, S Voloshynovskiy, D Kostadinov, O Taran
2017 IEEE Workshop on Information Forensics and Security (WIFS), 1-6, 2017
262017
Clonability of anti-counterfeiting printable graphical codes: a machine learning approach
O Taran, S Bonev, S Voloshynovskiy
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
252019
Variational information bottleneck for semi-supervised classification
S Voloshynovskiy, O Taran, M Kondah, T Holotyak, D Rezende
Entropy 22 (9), 943, 2020
182020
Machine learning through cryptographic glasses: combating adversarial attacks by key-based diversified aggregation
O Taran, S Rezaeifar, T Holotyak, S Voloshynovskiy
EURASIP journal on information security 2020, 1-18, 2020
172020
Machine learning attack on copy detection patterns: are 1x1 patterns cloneable?
R Chaban, O Taran, J Tutt, T Holotyak, S Bonev, S Voloshynovskiy
EEE International Workshop on Information Forensics and Security (WIFS …, 2021
16*2021
ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets
V Kinakh, S Voloshynovskiy, O Taran
2nd Visual Inductive Priors for Data-Efficient Deep Learning Workshop, 2021
142021
PharmaPack: mobile fine-grained recognition of pharma packages
O Taran, S Rezaeifar, O Dabrowski, J Schlechten, T Holotyak, ...
2017 25th European Signal Processing Conference (EUSIPCO), 1917-1921, 2017
112017
Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns
J Tutt, O Taran, R Chaban, B Pulfer, Y Belousov, T Holotyak, ...
2022 IEEE International Workshop on Information Forensics and Security (WIFS …, 2022
72022
Mobile authentication of copy detection patterns: how critical is to know fakes?
O Taran, J Tutt, T Holotyak, R Chaban, S Bonev, S Voloshynovskiy
IEEE International Workshop on Information Forensics and Security (WIFS …, 2021
72021
Reconstruction of privacy-sensitive data from protected templates
S Rezaeifar, B Razeghi, O Taran, T Holotyak, S Voloshynovskiy
2019 IEEE International Conference on Image Processing (ICIP), 1163-1167, 2019
62019
Printing variability of copy detection patterns
R Chaban, O Taran, J Tutt, Y Belousov, B Pulfer, T Holotyak, ...
2022 IEEE International Workshop on Information Forensics and Security (WIFS …, 2022
52022
Digital twins of physical printing-imaging channel
Y Belousov, B Pulfer, R Chaban, J Tutt, O Taran, T Holotyak, ...
2022 IEEE International Workshop on Information Forensics and Security (WIFS …, 2022
52022
Information bottleneck classification in extremely distributed systems
D Ullmann, S Rezaeifar, O Taran, T Holotyak, B Panos, S Voloshynovskiy
Entropy 22 (11), 1237, 2020
52020
Adversarial Detection of Counterfeited Printable Graphical Codes: Towards" Adversarial Games" In Physical World
O Taran, S Bonev, T Holotyak, S Voloshynovskiy
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
52020
Mobile authentication of copy detection patterns
O Taran, J Tutt, T Holotyak, R Chaban, S Bonev, S Voloshynovskiy
EURASIP Journal on Information Security 2023 (1), 4, 2023
42023
Anomaly localization for copy detection patterns through print estimations
B Pulfer, Y Belousov, J Tutt, R Chaban, O Taran, T Holotyak, ...
2022 IEEE International Workshop on Information Forensics and Security (WIFS …, 2022
42022
Classification by re-generation: towards classification based on variational inference
S Rezaeifar, O Taran, S Voloshynovskiy
2018 26th European Signal Processing Conference (EUSIPCO), 2005-2009, 2018
42018
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