Taras Holotyak

According to our database, Taras Holotyak authored at least 65 papers between 1998 and 2024.

Collaborative distances:

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

2024

Hubble Meets Webb: Image-to-Image Translation in Astronomy.

Vitaliy Kinakh, Yury Belousov, Guillaume Quétant, Mariia Drozdova, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy

Sensors, February, 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

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

Compressed Data Sharing Based On Information Bottleneck Model.

Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the IEEE International Conference on Acoustics, 2022

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

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

Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns.

Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy

Proceedings of the Computational Science - ICCS 2020, 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

Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups.

Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Information bottleneck through variational glasses.

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

CoRR, 2019

Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment.

Dimche Kostadinov, Behrooz Razeghi, Taras Holotyak, Slava Voloshynovskiy

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

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

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

2017

Sparse ternary codes for similarity search have higher coding gain than dense binary codes.

Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak

Proceedings of the 2017 IEEE International Symposium on Information Theory, 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

2016

Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes.

Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

Forensic authentication of banknotes on mobile phones.

Thomas Dewaele, Maurits Diephuis, Taras Holotyak, Sviatoslav Voloshynovskiy

Proceedings of the Media Watermarking, 2016

Local Active Content Fingerprint: Solutions for general linear feature maps.

Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi, Taras Holotyak

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Local active content fingerprinting: Optimal solution under linear modulation.

Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Taras Holotyak

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Physical object authentication: Detection-theoretic comparison of natural and artificial randomness.

Slava Voloshynovskiy, Taras Holotyak, Patrick Bas

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Soft Content Fingerprinting With Bit Polarization Based on Sign-Magnitude Decomposition.

Slava Voloshynovskiy, Taras Holotyak, Fokko Beekhof

IEEE Trans. Inf. Forensics Secur., 2015

Mobile visual object identification: from SIFT-BoF-RANSAC to Sketchprint.

Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak

Proceedings of the Media Watermarking, 2015

Privacy preserving multimedia content identification for cloud based bag-of-feature architectures.

Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Feature Extraction of Palm Vein Patterns Based on Two-Dimensional Density Function.

Mariusz Kubanek, Dorota Smorawa, Taras Holotyak

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Image Indexing and Retrieval Using GSOM Algorithm.

Marcin Gabryel, Rafal Grycuk, Marcin Korytkowski, Taras Holotyak

Proceedings of the Artificial Intelligence and Soft Computing, 2015

SketchPrint: Physical object micro-structure identification using mobile phones.

Maurits Diephuis, Sviatoslav Voloshynovskiy, Taras Holotyak

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

On accuracy, robustness, and security of bag-of-word search systems.

Svyatoslav Voloshynovskiy, Maurits Diephuis, Dimche Kostadinov, Farzad Farhadzadeh, Taras Holotyak

Proceedings of the Media Watermarking, 2014

A framework for fast and secure packaging identification on mobile phones.

Maurits Diephuis, Svyatoslav Voloshynovskiy, Taras Holotyak, Nabil Stendardo, Bruno Keel

Proceedings of the Media Watermarking, 2014

Performance analysis of Bag-of-Features based content identification systems.

Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Active content fingerprinting: Shrinkage and lattice based modulations.

Farzad Farhadzadeh, Sviatoslav Voloshynovskiy, Taras Holotyak, Fokko Beekhof

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Active content fingerprinting: A marriage of digital watermarking and content fingerprinting.

Sviatoslav Voloshynovskiy, Farzad Farhadzadeh, Oleksiy J. Koval, Taras Holotyak

Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012

2011

Information-Theoretic Multiclass Classification Based on Binary Classifiers - On Coding Matrix Design, Reliability and Maximum Number of Classes.

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Taras Holotyak

J. Signal Process. Syst., 2011

Private content identification based on soft fingerprinting.

Sviatoslav Voloshynovskiy, Taras Holotyak, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh

Proceedings of the Media Forensics and Security III, 2011

Geometrically robust perceptual fingerprinting: an asymmetric case.

Oleksiy J. Koval, Svyatoslav Voloshynovskiy, Farzad Farhadzadeh, Taras Holotyak, Fokko Beekhof

Proceedings of the Media Forensics and Security III, 2011

Trading-off performance and complexity in identification problem.

Taras Holotyak, Svyatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof

Proceedings of the Media Forensics and Security III, 2011

Sign-magnitude decomposition of mutual information with polarization effect in digital identification.

Svyatoslav Voloshynovskiy, Taras Holotyak, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Statistical analysis of digital image fingerprinting based on random projections.

Farzad Farhadzadeh, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Information-theoretic analysis of desynchronization invariant object identification.

Oleksiy J. Koval, Sviatoslav Voloshynovskiy, Farzad Farhadzadeh, Taras Holotyak, Fokko Beekhof

Proceedings of the IEEE International Conference on Acoustics, 2011

Fast physical object identification based on unclonable features and soft fingerprinting.

Taras Holotyak, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Privacy amplification of content identification systems based on fingerprint bit reliability.

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof, Farzad Farhadzadeh

Proceedings of the 2010 IEEE International Workshop on Information Forensics and Security, 2010

Private content identification: Performance-privacy-complexity trade-off.

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh, Taras Holotyak

Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Fast identification of highly distorted images.

Taras Holotyak, Sviatoslav Voloshynovskiy, Fokko Beekhof, Oleksiy J. Koval

Proceedings of the Media Forensics and Security II, 2010

Information-theoretical analysis of private content identification.

Svyatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh, Taras Holotyak

Proceedings of the 2010 IEEE Information Theory Workshop, 2010

2009

Privacy enhancement of common randomness based authentication: Key rate maximized case.

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof

Proceedings of the First IEEE International Workshop on Information Forensics and Security, 2009

Fast identification algorithms for forensic applications.

Fokko Beekhof, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak

Proceedings of the First IEEE International Workshop on Information Forensics and Security, 2009

2006

New blind steganalysis and its implications.

Miroslav Goljan, Jessica J. Fridrich, Taras Holotyak

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VIII, 2006

Information-theoretic analysis of steganalysis in real images.

Oleksiy J. Koval, Sviatoslav Voloshynovskiy, Taras Holotyak, Thierry Pun

Proceedings of the 8th workshop on Multimedia & Security, 2006

2005

Stochastic approach to secret message length estimation in ±k embedding steganography.

Taras Holotyak, Jessica J. Fridrich, David Soukal

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VII, 2005

Forensic steganalysis: determining the stego key in spatial domain steganography.

Jessica J. Fridrich, Miroslav Goljan, David Soukal, Taras Holotyak

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VII, 2005

Blind Statistical Steganalysis of Additive Steganography Using Wavelet Higher Order Statistics.

Taras Holotyak, Jessica J. Fridrich, Sviatoslav Voloshynovskiy

Proceedings of the Communications and Multimedia Security, 2005

1998

Robust image restoration matched with adaptive aperture formation in radar imaging systems with sparse antenna arrays.

Ivan Prudyus, Sviatoslav Voloshynovskiy, Taras Holotyak

Proceedings of the 9th European Signal Processing Conference, 1998