Taras Holotyak

发表

Reconstruction of Privacy-Sensitive Data from Protected Templates

Behrooz Razeghi, Shideh Rezaeifar, Olga Taran, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Multiclass classification based on binary classifiers: On coding matrix design, reliability and maximum number of classes

Sviatoslav Voloshynovskiy, Fokko Beekhof, Taras Holotyak, 2009 .

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

Ivan Prudyus, Sviatoslav Voloshynovskiy, Taras Holotyak, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Statistical analysis of digital image fingerprinting based on random projections

Sviatoslav Voloshynovskiy, Fokko Beekhof, Taras Holotyak, 2011, 2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA).

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

Dimche Kostadinov, Sohrab Ferdowsi, Taras Holotyak, 2016, 2016 IEEE International Workshop on Information Forensics and Security (WIFS).

Objective and subjective estimation of image restoration quality in radiometry imaging systems

Ivan Prudyus, Taras Holotyak, S. Voloshynovskjy, 1999, 4th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services. TELSIKS'99 (Cat. No.99EX365).

Variational Information Bottleneck for Semi-Supervised Classification

Olga Taran, Taras Holotyak, Slava Voloshynovskiy, 2020, Entropy.

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

Fokko Beekhof, Taras Holotyak, Slava Voloshynovskiy, 2015, IEEE Transactions on Information Forensics and Security.

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

Shideh Rezaeifar, Olga Taran, Taras Holotyak, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Geometrically robust perceptual fingerprinting: an asymmetric case

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2011, Electronic Imaging.

SketchPrint: Physical object micro-structure identification using mobile phones

Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Physical layer security: biometrics vs. physical objects

Maurits Diephuis, Taras Holotyak, Svyatoslav Voloshynovskiy, 2017 .

New blind steganalysis and its implications

Jessica J. Fridrich, Miroslav Goljan, Taras Holotyak, 2006, Electronic Imaging.

Fast identification algorithms for forensic applications

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2009, 2009 First IEEE International Workshop on Information Forensics and Security (WIFS).

Binary robust hashing based on probabilistic bit reliablity

Sviatoslav Voloshynovskiy, Fokko Beekhof, Taras Holotyak, 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.

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

Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak, 2015, 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

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

Dimche Kostadinov, Sviatoslav Voloshynovskiy, Maurits Diephuis, 2014, Electronic Imaging.

Information-theoretic analysis of privacy-preserving identification

Taras Holotyak, T. Holotyak, 2012 .

A framework for fast and secure packaging identification on mobile phones

Nabil Stendardo, Sviatoslav Voloshynovskiy, Maurits Diephuis, 2014, Electronic Imaging.

Active content fingerprinting: Shrinkage and lattice based modulations

Sviatoslav Voloshynovskiy, Fokko Beekhof, Taras Holotyak, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

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

Jessica J. Fridrich, David Soukal, Taras Holotyak, 2005, IS&T/SPIE Electronic Imaging.

Information-theoretical analysis of private content identification

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2010, 2010 IEEE Information Theory Workshop.

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

Patrick Bas, Taras Holotyak, Slava Voloshynovskiy, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups

Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Information–Theoretic Multiclass Classification Based on Binary Classifiers

Sviatoslav Voloshynovskiy, Fokko Beekhof, Taras Holotyak, 2011, SiPS 2011.

Fast physical object identification based on unclonable features and soft fingerprinting

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On accuracy, privacy, and complexity in the identification problem

Sviatoslav Voloshynovskiy, Fokko Beekhof, Taras Holotyak, 2010, Electronic Imaging.

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

Olga Taran, Taras Holotyak, Slava Voloshynovskiy, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-class classifiers based on binary classifiers: Performance, efficiency, and minimum coding matrix distances

Sviatoslav Voloshynovskiy, Fokko Beekhof, Taras Holotyak, 2009, 2009 IEEE International Workshop on Machine Learning for Signal Processing.

Information-theoretic analysis of steganalysis in real images

Thierry Pun, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, 2006, MM&Sec '06.

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

Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2010, 2010 IEEE International Workshop on Multimedia Signal Processing.

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

Dimche Kostadinov, Sohrab Ferdowsi, Taras Holotyak, 2017, 2017 IEEE International Symposium on Information Theory (ISIT).

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

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2011, 2011 IEEE Information Theory Workshop.

Blind Statistical Steganalysis of Additive Steganography Using Wavelet Higher Order Statistics

Jessica J. Fridrich, Sviatoslav Voloshynovskiy, Taras Holotyak, 2005, Communications and Multimedia Security.

Local Active Content Fingerprint: Solutions for general linear feature maps

Dimche Kostadinov, Sohrab Ferdowsi, Maurits Diephuis, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Injecting Image Priors into Learnable Compressive Subsampling

Karen O. Egiazarian, Olga Taran, Taras Holotyak, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Information bottleneck through variational glasses pdf

Shideh Rezaeifar, Olga Taran, Taras Holotyak, 2019, ArXiv.

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

Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak, 2015, Electronic Imaging.

Trading-off performance and complexity in identification problem

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2011, Electronic Imaging.

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

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, 2012, 2012 IEEE International Workshop on Information Forensics and Security (WIFS).

Forensic steganalysis: determining the stego key in spatial domain steganography

Jessica J. Fridrich, Miroslav Goljan, David Soukal, 2005, IS&T/SPIE Electronic Imaging.

Privacy amplification of content identification systems based on fingerprint bit reliability

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2010, 2010 IEEE International Workshop on Information Forensics and Security.

Defending Against Adversarial Attacks by Randomized Diversification

Shideh Rezaeifar, Olga Taran, Taras Holotyak, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

PharmaPack: Mobile fine-grained recognition of pharma packages

Sviatoslav Voloshynovskiy, Shideh Rezaeifar, Olga Taran, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Forensic authentication of banknotes on mobile phones

Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak, 2016, Media Watermarking, Security, and Forensics.

Local active content fingerprinting: Optimal solution under linear modulation

Dimche Kostadinov, Maurits Diephuis, Taras Holotyak, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns

Rafał Scherer, Jakub Nowak, Taras Holotyak, 2020, ICCS.

Private content identification based on soft fingerprinting

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2011, Electronic Imaging.

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

Shideh Rezaeifar, Olga Taran, Taras Holotyak, 2020, EURASIP J. Inf. Secur..

On privacy preserving search in large scale distributed systems : a signal processing view on searchable encryption

Fokko Beekhof, Taras Holotyak, Oleksiy Koval, 2009 .

Information-Theoretic Analysis of Privacy Protection for Noisy Identification Based on Soft Fingerprinting

Taras Holotyak, Oleksiy Koval, Svyatoslav Voloshynovskyy, 2011 .

Multiclass classification based on binary classifiers: On coding matrix design, reliability and maximum number of classes

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2009, 2009 IEEE International Workshop on Machine Learning for Signal Processing.

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

Mariusz Kubanek, Taras Holotyak, Dorota Smorawa, 2015, ICAISC.

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

Dimche Kostadinov, Behrooz Razeghi, Taras Holotyak, 2019, ArXiv.

Fast identification of highly distorted images

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2010, Electronic Imaging.

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

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2009, 2009 First IEEE International Workshop on Information Forensics and Security (WIFS).

Image Indexing and Retrieval Using GSOM Algorithm

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, 2015, ICAISC.

Information Bottleneck Classification in Extremely Distributed Systems

Shideh Rezaeifar, Olga Taran, Taras Holotyak, 2020, Entropy.

Information-theoretic analysis of desynchronization invariant object identification

Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Olga Taran, Taras Holotyak, Slava Voloshynovskiy, 2021, ArXiv.

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

Olga Taran, Taras Holotyak, Slava Voloshynovskiy, 2021, 2021 IEEE International Workshop on Information Forensics and Security (WIFS).

Mobile authentication of copy detection patterns

Olga Taran, Taras Holotyak, Slava Voloshynovskiy, 2021, 2021 IEEE International Workshop on Information Forensics and Security (WIFS).

Privacy amplification of content identification based on fingerprint bit reliability

Fokko Beekhof, Taras Holotyak, Oleksiy Koval, 2017 .