| 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 | 56 | 2019 |
| Information bottleneck through variational glasses S Voloshynovskiy, M Kondah, S Rezaeifar, O Taran, T Holotyak, ... arXiv preprint arXiv:1912.00830, 2019 | 53 | 2019 |
| 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 | 44 | 2018 |
| 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 | 31 | 2017 |
| Variational information bottleneck for semi-supervised classification S Voloshynovskiy, O Taran, M Kondah, T Holotyak, D Rezende Entropy 22 (9), 943, 2020 | 28 | 2020 |
| 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 | 28 | 2019 |
| 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 | 24* | 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 | 23 | 2021 |
| 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), 10, 2020 | 23 | 2020 |
| Radio-astronomical image reconstruction with a conditional denoising diffusion model M Drozdova, V Kinakh, O Bait, O Taran, E Lastufka, ... Astronomy & Astrophysics 683, A105, 2024 | 18 | 2024 |
| Challenging interferometric imaging: Machine learning-based source localization from uv-plane observations O Taran, O Bait, M Dessauges-Zavadsky, T Holotyak, D Schaerer, ... Astronomy & Astrophysics 674, A161, 2023 | 13 | 2023 |
| 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 | 12 | 2021 |
| 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 | 11 | 2017 |
| 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 | 10 | 2022 |
| 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 | 10 | 2022 |
| Authentication of copy detection patterns: A pattern reliability based approach J Tutt, O Taran, R Chaban, B Pulfer, Y Belousov, T Holotyak, ... IEEE Transactions on Information Forensics and Security 19, 3124-3134, 2024 | 9 | 2024 |
| 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 | 8 | 2022 |
| 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 | 8 | 2022 |
| Information bottleneck classification in extremely distributed systems D Ullmann, S Rezaeifar, O Taran, T Holotyak, B Panos, S Voloshynovskiy Entropy 22 (11), 1237, 2020 | 8 | 2020 |
| Self-supervised learning on MeerKAT wide-field continuum images E Lastufka, O Bait, O Taran, M Drozdova, V Kinakh, D Piras, M Audard, ... Astronomy & Astrophysics 690, A310, 2024 | 7 | 2024 |
Svyatoslav (Slava) VoloshynovskiyProfessor of Computer Science, University of Geneva, SwitzerlandVerified email at unige.ch
