Taras Holotyak

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 46

Top Topics

Image Indexing And Retrieval

Machine Learning

Information Bottleneck

Top Venues

Publications

Mariia Drozdova, Vitaliy Kinakh, Omkar Bait, Olga Taran, Erica Lastufka, Miroslava Dessauges-Zavadsky, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion Model. CoRR (2024)
Vitaliy Kinakh, Yury Belousov, Guillaume Quétant, Mariia Drozdova, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Hubble Meets Webb: Image-to-Image Translation in Astronomy. Sensors 24 (4) (2024)
Yury Belousov, Guillaume Quétant, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
A Machine Learning-Based Digital Twin for Anti-Counterfeiting Applications With Copy Detection Patterns. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Joakim Tutt, Olga Taran, Roman Chaban, Brian Pulfer, Yury Belousov, Taras Holotyak, Slava Voloshynovskiy
Authentication of Copy Detection Patterns: A Pattern Reliability Based Approach. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Correction: Mobile authentication of copy detection patterns. EURASIP J. Inf. Secur. 2023 (1) (2023)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Mobile authentication of copy detection patterns. EURASIP J. Inf. Secur. 2023 (1) (2023)
Roman Chaban, Olga Taran, Joakim Tutt, Yury Belousov, Brian Pulfer, Taras Holotyak, Slava Voloshynovskiy
Printing variability of copy detection patterns. WIFS (2022)
Joakim Tutt, Olga Taran, Roman Chaban, Brian Pulfer, Yury Belousov, Taras Holotyak, Slava Voloshynovskiy
Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns. WIFS (2022)
Yury Belousov, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Digital twins of physical printing-imaging channel. WIFS (2022)
Brian Pulfer, Roman Chaban, Yury Belousov, Joakim Tutt, Olga Taran, Taras Holotyak, Svyatoslav Voloshynovskiy
Authentication Of Copy Detection Patterns Under Machine Learning Attacks: A Supervised Approach. ICIP (2022)
Roman Chaban, Olga Taran, Joakim Tutt, Yury Belousov, Brian Pulfer, Taras Holotyak, Slava Voloshynovskiy
Printing variability of copy detection patterns. CoRR (2022)
Brian Pulfer, Yury Belousov, Joakim Tutt, Roman Chaban, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Anomaly localization for copy detection patterns through print estimations. WIFS (2022)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Mobile authentication of copy detection patterns. CoRR (2022)
Brian Pulfer, Yury Belousov, Joakim Tutt, Roman Chaban, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Anomaly localization for copy detection patterns through print estimations. CoRR (2022)
Brian Pulfer, Roman Chaban, Yury Belousov, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach. CoRR (2022)
Joakim Tutt, Olga Taran, Roman Chaban, Brian Pulfer, Yury Belousov, Taras Holotyak, Slava Voloshynovskiy
Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns. CoRR (2022)
Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy
Compressed Data Sharing Based On Information Bottleneck Model. ICASSP (2022)
Yury Belousov, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Digital twins of physical printing-imaging channel. CoRR (2022)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Mobile authentication of copy detection patterns: how critical is to know fakes? CoRR (2021)
Roman Chaban, Olga Taran, Joakim Tutt, Taras Holotyak, Slavi Bonev, Slava Voloshynovskiy
Machine learning attack on copy detection patterns: are 1x1 patterns cloneable? CoRR (2021)
Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy
Mobile authentication of copy detection patterns: how critical is to know fakes? WIFS (2021)
Roman Chaban, Olga Taran, Joakim Tutt, Taras Holotyak, Slavi Bonev, Slava Voloshynovskiy
Machine learning attack on copy detection patterns: are $1\times 1$ patterns cloneable? WIFS (2021)
Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy
Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns. ICCS (4) (2020)
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups. ICASSP (2020)
Slava Voloshynovskiy, Olga Taran, Mouad Kondah, Taras Holotyak, Danilo J. Rezende
Variational Information Bottleneck for Semi-Supervised Classification. Entropy 22 (9) (2020)
Olga Taran, Slavi Bonev, Taras Holotyak, Slava Voloshynovskiy
Adversarial Detection of Counterfeited Printable Graphical Codes: Towards "Adversarial Games" In Physical World. ICASSP (2020)
Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy
Information Bottleneck Classification in Extremely Distributed Systems. Entropy 22 (11) (2020)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Machine learning through cryptographic glasses: combating adversarial attacks by key-based diversified aggregation. EURASIP J. Inf. Secur. 2020 (2020)
Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy
Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups. CoRR (2020)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Defending against adversarial attacks by randomized diversification. CoRR (2019)
Slava Voloshynovskiy, Mouad Kondah, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Danilo Jimenez Rezende
Information bottleneck through variational glasses. CoRR (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Defending Against Adversarial Attacks by Randomized Diversification. CVPR (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Robustification of Deep Net Classifiers by Key Based Diversified Aggregation with Pre-Filtering. ICIP (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Robustification of deep net classifiers by key based diversified aggregation with pre-filtering. CoRR (2019)
Dimche Kostadinov, Behrooz Razeghi, Taras Holotyak, Slava Voloshynovskiy
Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment. CoRR (2019)
Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Reconstruction of Privacy-Sensitive Data from Protected Templates. CoRR (2019)
Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Reconstruction of Privacy-Sensitive Data from Protected Templates. ICIP (2019)
Martino Ferrari, Olga Taran, Taras Holotyak, Karen O. Egiazarian, Slava Voloshynovskiy
Injecting Image Priors into Learnable Compressive Subsampling. EUSIPCO (2018)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Sparse Ternary Codes for similarity search have higher coding gain than dense binary codes. CoRR (2017)
Olga Taran, Shideh Rezaeifar, O. Dabrowski, J. Schlechten, Taras Holotyak, Svyatoslav Voloshynovskiy
PharmaPack: Mobile fine-grained recognition of pharma packages. EUSIPCO (2017)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Sparse ternary codes for similarity search have higher coding gain than dense binary codes. ISIT (2017)
Thomas Dewaele, Maurits Diephuis, Taras Holotyak, Sviatoslav Voloshynovskiy
Forensic authentication of banknotes on mobile phones. Media Watermarking, Security, and Forensics (2016)
Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak
Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes. WIFS (2016)
Slava Voloshynovskiy, Taras Holotyak, Patrick Bas
Physical object authentication: Detection-theoretic comparison of natural and artificial randomness. ICASSP (2016)
Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Taras Holotyak
Local active content fingerprinting: Optimal solution under linear modulation. ICIP (2016)
Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi, Taras Holotyak
Local Active Content Fingerprint: Solutions for general linear feature maps. ICPR (2016)
Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak
Privacy preserving multimedia content identification for cloud based bag-of-feature architectures. ICME Workshops (2015)
Maurits Diephuis, Sviatoslav Voloshynovskiy, Taras Holotyak
SketchPrint: Physical object micro-structure identification using mobile phones. EUSIPCO (2015)
Mariusz Kubanek, Dorota Smorawa, Taras Holotyak
Feature Extraction of Palm Vein Patterns Based on Two-Dimensional Density Function. ICAISC (2015)
Marcin Gabryel, Rafal Grycuk, Marcin Korytkowski, Taras Holotyak
Image Indexing and Retrieval Using GSOM Algorithm. ICAISC (1) (2015)
Slava Voloshynovskiy, Taras Holotyak, Fokko Beekhof
Soft Content Fingerprinting With Bit Polarization Based on Sign-Magnitude Decomposition. IEEE Trans. Inf. Forensics Secur. 10 (10) (2015)
Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak
Mobile visual object identification: from SIFT-BoF-RANSAC to Sketchprint. Media Watermarking, Security, and Forensics (2015)
Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak
Performance analysis of Bag-of-Features based content identification systems. ICASSP (2014)
Svyatoslav Voloshynovskiy, Maurits Diephuis, Dimche Kostadinov, Farzad Farhadzadeh, Taras Holotyak
On accuracy, robustness, and security of bag-of-word search systems. Media Watermarking, Security, and Forensics (2014)
Maurits Diephuis, Svyatoslav Voloshynovskiy, Taras Holotyak, Nabil Stendardo, Bruno Keel
A framework for fast and secure packaging identification on mobile phones. Media Watermarking, Security, and Forensics (2014)
Farzad Farhadzadeh, Sviatoslav Voloshynovskiy, Taras Holotyak, Fokko Beekhof
Active content fingerprinting: Shrinkage and lattice based modulations. ICASSP (2013)
Sviatoslav Voloshynovskiy, Farzad Farhadzadeh, Oleksiy J. Koval, Taras Holotyak
Active content fingerprinting: A marriage of digital watermarking and content fingerprinting. WIFS (2012)
Oleksiy J. Koval, Svyatoslav Voloshynovskiy, Farzad Farhadzadeh, Taras Holotyak, Fokko Beekhof
Geometrically robust perceptual fingerprinting: an asymmetric case. Media Forensics and Security (2011)
Oleksiy J. Koval, Sviatoslav Voloshynovskiy, Farzad Farhadzadeh, Taras Holotyak, Fokko Beekhof
Information-theoretic analysis of desynchronization invariant object identification. ICASSP (2011)
Sviatoslav Voloshynovskiy, Taras Holotyak, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh
Private content identification based on soft fingerprinting. Media Forensics and Security (2011)
Farzad Farhadzadeh, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof
Statistical analysis of digital image fingerprinting based on random projections. ISPA (2011)
Taras Holotyak, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof
Fast physical object identification based on unclonable features and soft fingerprinting. ICASSP (2011)
Svyatoslav Voloshynovskiy, Taras Holotyak, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh
Sign-magnitude decomposition of mutual information with polarization effect in digital identification. ITW (2011)
Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Taras Holotyak
Information-Theoretic Multiclass Classification Based on Binary Classifiers - On Coding Matrix Design, Reliability and Maximum Number of Classes. J. Signal Process. Syst. 65 (3) (2011)
Taras Holotyak, Svyatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof
Trading-off performance and complexity in identification problem. Media Forensics and Security (2011)
Taras Holotyak, Sviatoslav Voloshynovskiy, Fokko Beekhof, Oleksiy J. Koval
Fast identification of highly distorted images. Media Forensics and Security (2010)
Svyatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh, Taras Holotyak
Information-theoretical analysis of private content identification. ITW (2010)
Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh, Taras Holotyak
Private content identification: Performance-privacy-complexity trade-off. MMSP (2010)
Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof, Farzad Farhadzadeh
Privacy amplification of content identification systems based on fingerprint bit reliability. WIFS (2010)
Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof
Privacy enhancement of common randomness based authentication: Key rate maximized case. WIFS (2009)
Fokko Beekhof, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak
Fast identification algorithms for forensic applications. WIFS (2009)
Oleksiy J. Koval, Sviatoslav Voloshynovskiy, Taras Holotyak, Thierry Pun
Information-theoretic analysis of steganalysis in real images. MM&Sec (2006)
Miroslav Goljan, Jessica J. Fridrich, Taras Holotyak
New blind steganalysis and its implications. Security, Steganography, and Watermarking of Multimedia Contents (2006)
Jessica J. Fridrich, Miroslav Goljan, David Soukal, Taras Holotyak
Forensic steganalysis: determining the stego key in spatial domain steganography. Security, Steganography, and Watermarking of Multimedia Contents (2005)
Taras Holotyak, Jessica J. Fridrich, Sviatoslav Voloshynovskiy
Blind Statistical Steganalysis of Additive Steganography Using Wavelet Higher Order Statistics. Communications and Multimedia Security (2005)
Taras Holotyak, Jessica J. Fridrich, David Soukal
Stochastic approach to secret message length estimation in ±k embedding steganography. Security, Steganography, and Watermarking of Multimedia Contents (2005)
Ivan Prudyus, Sviatoslav Voloshynovskiy, Taras Holotyak
Robust image restoration matched with adaptive aperture formation in radar imaging systems with sparse antenna arrays. EUSIPCO (1998)