Olga Taran

According to our database, Olga Taran authored at least 32 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach.

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

IEEE Trans. Inf. Forensics Secur., 2024

A Machine Learning-Based Digital Twin for Anti-Counterfeiting Applications With Copy Detection Patterns.

Yury Belousov, Guillaume Quétant, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy

IEEE Trans. Inf. Forensics Secur., 2024

Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model.

Mariia Drozdova, Vitaliy Kinakh, Omkar Bait, Olga Taran, Erica Lastufka, Miroslava Dessauges-Zavadsky, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy

CoRR, 2024

2023

Correction: Mobile authentication of copy detection patterns.

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

EURASIP J. Inf. Secur., December, 2023

Mobile authentication of copy detection patterns.

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

EURASIP J. Inf. Secur., December, 2023

Multivariate Time Series Information Bottleneck.

Denis Ullmann, Olga Taran, Slava Voloshynovskiy

Entropy, 2023

Stochastic Digital Twin for Copy Detection Patterns.

Yury Belousov, Olga Taran, Vitaliy Kinakh, Slava Voloshynovskiy

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2023

2022

Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns.

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

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2022

Anomaly localization for copy detection patterns through print estimations.

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

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2022

Printing variability of copy detection patterns.

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

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2022

Digital twins of physical printing-imaging channel.

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

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2022

Authentication Of Copy Detection Patterns Under Machine Learning Attacks: A Supervised Approach.

Brian Pulfer, Roman Chaban, Yury Belousov, Joakim Tutt, Olga Taran, Taras Holotyak, Svyatoslav Voloshynovskiy

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Reliable classification in digital and physical worlds under active adversaries and prior ambiguity.

Olga Taran

PhD thesis, 2021

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

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

CoRR, 2021

Mobile authentication of copy detection patterns: how critical is to know fakes?

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

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2021

Machine learning attack on copy detection patterns: are $1\times 1$ patterns cloneable?

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

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2021

ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets.

Vitaliy Kinakh, Olga Taran, Svyatoslav Voloshynovskiy

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Variational Information Bottleneck for Semi-Supervised Classification.

Slava Voloshynovskiy, Olga Taran, Mouad Kondah, Taras Holotyak, Danilo J. Rezende

Entropy, 2020

Information Bottleneck Classification in Extremely Distributed Systems.

Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy

Entropy, 2020

Machine learning through cryptographic glasses: combating adversarial attacks by key-based diversified aggregation.

Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy

EURASIP J. Inf. Secur., 2020

Adversarial Detection of Counterfeited Printable Graphical Codes: Towards "Adversarial Games" In Physical World.

Olga Taran, Slavi Bonev, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle.

Shideh Rezaeifar, Maurits Diephuis, Behrooz Razeghi, Denis Ullmann, Olga Taran, Slava Voloshynovskiy

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Information bottleneck through variational glasses.

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

CoRR, 2019

Robustification of Deep Net Classifiers by Key Based Diversified Aggregation with Pre-Filtering.

Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Reconstruction of Privacy-Sensitive Data from Protected Templates.

Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Clonability of Anti-counterfeiting Printable Graphical Codes: A Machine Learning Approach.

Olga Taran, Slavi Bonev, Sviatoslav Voloshynovskiy

Proceedings of the IEEE International Conference on Acoustics, 2019

Defending Against Adversarial Attacks by Randomized Diversification.

Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Classification by Re-generation: Towards Classification Based on Variational Inference.

Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy

Proceedings of the 26th European Signal Processing Conference, 2018

Injecting Image Priors into Learnable Compressive Subsampling.

Martino Ferrari, Olga Taran, Taras Holotyak, Karen O. Egiazarian, Slava Voloshynovskiy

Proceedings of the 26th European Signal Processing Conference, 2018

Bridging Machine Learning and Cryptography in Defence Against Adversarial Attacks.

Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Privacy preserving identification using sparse approximation with ambiguization.

Behrooz Razeghi, Slava Voloshynovskiy, Dimche Kostadinov, Olga Taran

Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

PharmaPack: Mobile fine-grained recognition of pharma packages.

Olga Taran, Shideh Rezaeifar, O. Dabrowski, J. Schlechten, Taras Holotyak, Svyatoslav Voloshynovskiy

Proceedings of the 25th European Signal Processing Conference, 2017