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Journal Articles
- 2024
[j10]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): 1151 (2024)- [j9]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: 3124-3134 (2024) - [j8]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: 3395-3408 (2024) - 2023
- [j7]Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy:
Mobile authentication of copy detection patterns. EURASIP J. Inf. Secur. 2023(1): 4 (2023) - [j6]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): 8 (2023) - 2020
- [j5]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: 10 (2020) - [j4]Slava Voloshynovskiy, Olga Taran, Mouad Kondah, Taras Holotyak, Danilo J. Rezende:
Variational Information Bottleneck for Semi-Supervised Classification. Entropy 22(9): 943 (2020) - [j3]Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy:
Information Bottleneck Classification in Extremely Distributed Systems. Entropy 22(11): 1237 (2020) - 2015
- [j2]Slava Voloshynovskiy, Taras Holotyak, Fokko Beekhof:
Soft Content Fingerprinting With Bit Polarization Based on Sign-Magnitude Decomposition. IEEE Trans. Inf. Forensics Secur. 10(10): 2033-2047 (2015) - 2011
- [j1]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): 413-430 (2011)
Conference and Workshop Papers
- 2022
- [c51]Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy:
Compressed Data Sharing Based On Information Bottleneck Model. ICASSP 2022: 3009-3013 - [c50]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: 1296-1300 - [c49]Yury Belousov, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy:
Digital twins of physical printing-imaging channel. WIFS 2022: 1-6 - [c48]Roman Chaban, Olga Taran, Joakim Tutt, Yury Belousov, Brian Pulfer, Taras Holotyak, Slava Voloshynovskiy:
Printing variability of copy detection patterns. WIFS 2022: 1-6 - [c47]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: 1-6 - [c46]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: 1-6 - 2021
- [c45]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: 1-6 - [c44]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: 1-6 - 2020
- [c43]Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy:
Privacy-Preserving Image Sharing Via Sparsifying Layers on Convolutional Groups. ICASSP 2020: 2797-2801 - [c42]Olga Taran, Slavi Bonev, Taras Holotyak, Slava Voloshynovskiy:
Adversarial Detection of Counterfeited Printable Graphical Codes: Towards "Adversarial Games" In Physical World. ICASSP 2020: 2812-2816 - [c41]Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy:
Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns. ICCS (4) 2020: 184-195 - 2019
- [c40]Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy:
Defending Against Adversarial Attacks by Randomized Diversification. CVPR 2019: 11226-11233 - [c39]Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy:
Reconstruction of Privacy-Sensitive Data from Protected Templates. ICIP 2019: 1163-1167 - [c38]Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy:
Robustification of Deep Net Classifiers by Key Based Diversified Aggregation with Pre-Filtering. ICIP 2019: 2294-2298 - 2018
- [c37]Martino Ferrari, Olga Taran, Taras Holotyak, Karen O. Egiazarian, Slava Voloshynovskiy:
Injecting Image Priors into Learnable Compressive Subsampling. EUSIPCO 2018: 1735-1739 - 2017
- [c36]Olga Taran, Shideh Rezaeifar, O. Dabrowski, J. Schlechten, Taras Holotyak, Svyatoslav Voloshynovskiy:
PharmaPack: Mobile fine-grained recognition of pharma packages. EUSIPCO 2017: 1917-1921 - [c35]Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak:
Sparse ternary codes for similarity search have higher coding gain than dense binary codes. ISIT 2017: 2653-2657 - 2016
- [c34]Slava Voloshynovskiy, Taras Holotyak, Patrick Bas:
Physical object authentication: Detection-theoretic comparison of natural and artificial randomness. ICASSP 2016: 2029-2033 - [c33]Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Taras Holotyak:
Local active content fingerprinting: Optimal solution under linear modulation. ICIP 2016: 3917-3921 - [c32]Dimche Kostadinov, Slava Voloshynovskiy, Maurits Diephuis, Sohrab Ferdowsi, Taras Holotyak:
Local Active Content Fingerprint: Solutions for general linear feature maps. ICPR 2016: 949-954 - [c31]Thomas Dewaele, Maurits Diephuis, Taras Holotyak, Sviatoslav Voloshynovskiy:
Forensic authentication of banknotes on mobile phones. Media Watermarking, Security, and Forensics 2016: 1-8 - [c30]Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak:
Fast content identification in high-dimensional feature spaces using Sparse Ternary Codes. WIFS 2016: 1-6 - 2015
- [c29]Maurits Diephuis, Sviatoslav Voloshynovskiy, Taras Holotyak:
SketchPrint: Physical object micro-structure identification using mobile phones. EUSIPCO 2015: 834-838 - [c28]Mariusz Kubanek, Dorota Smorawa, Taras Holotyak:
Feature Extraction of Palm Vein Patterns Based on Two-Dimensional Density Function. ICAISC 2015: 101-111 - [c27]Marcin Gabryel, Rafal Grycuk, Marcin Korytkowski, Taras Holotyak:
Image Indexing and Retrieval Using GSOM Algorithm. ICAISC (1) 2015: 706-714 - [c26]Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak:
Privacy preserving multimedia content identification for cloud based bag-of-feature architectures. ICME Workshops 2015: 1-6 - [c25]Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak:
Mobile visual object identification: from SIFT-BoF-RANSAC to Sketchprint. Media Watermarking, Security, and Forensics 2015: 94090Q - 2014
- [c24]Sviatoslav Voloshynovskiy, Maurits Diephuis, Taras Holotyak:
Performance analysis of Bag-of-Features based content identification systems. ICASSP 2014: 3799-3803 - [c23]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: 90280T - [c22]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: 902807 - 2013
- [c21]Farzad Farhadzadeh, Sviatoslav Voloshynovskiy, Taras Holotyak, Fokko Beekhof:
Active content fingerprinting: Shrinkage and lattice based modulations. ICASSP 2013: 3073-3077 - 2012
- [c20]Sviatoslav Voloshynovskiy, Farzad Farhadzadeh, Oleksiy J. Koval, Taras Holotyak:
Active content fingerprinting: A marriage of digital watermarking and content fingerprinting. WIFS 2012: 175-180 - 2011
- [c19]Taras Holotyak, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof:
Fast physical object identification based on unclonable features and soft fingerprinting. ICASSP 2011: 1713-1716 - [c18]Oleksiy J. Koval, Sviatoslav Voloshynovskiy, Farzad Farhadzadeh, Taras Holotyak, Fokko Beekhof:
Information-theoretic analysis of desynchronization invariant object identification. ICASSP 2011: 4168-4171 - [c17]Farzad Farhadzadeh, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof:
Statistical analysis of digital image fingerprinting based on random projections. ISPA 2011: 200-205 - [c16]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: 385-389 - [c15]Taras Holotyak, Svyatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof:
Trading-off performance and complexity in identification problem. Media Forensics and Security 2011: 78800O - [c14]Oleksiy J. Koval, Svyatoslav Voloshynovskiy, Farzad Farhadzadeh, Taras Holotyak, Fokko Beekhof:
Geometrically robust perceptual fingerprinting: an asymmetric case. Media Forensics and Security 2011: 78800N - [c13]Sviatoslav Voloshynovskiy, Taras Holotyak, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh:
Private content identification based on soft fingerprinting. Media Forensics and Security 2011: 78800M - 2010
- [c12]Svyatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh, Taras Holotyak:
Information-theoretical analysis of private content identification. ITW 2010: 1-5 - [c11]Taras Holotyak, Sviatoslav Voloshynovskiy, Fokko Beekhof, Oleksiy J. Koval:
Fast identification of highly distorted images. Media Forensics and Security 2010: 754116 - [c10]Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Farzad Farhadzadeh, Taras Holotyak:
Private content identification: Performance-privacy-complexity trade-off. MMSP 2010: 58-63 - [c9]Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof, Farzad Farhadzadeh:
Privacy amplification of content identification systems based on fingerprint bit reliability. WIFS 2010: 1-6 - 2009
- [c8]Fokko Beekhof, Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak:
Fast identification algorithms for forensic applications. WIFS 2009: 76-80 - [c7]Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Taras Holotyak, Fokko Beekhof:
Privacy enhancement of common randomness based authentication: Key rate maximized case. WIFS 2009: 86-90 - 2006
- [c6]Oleksiy J. Koval, Sviatoslav Voloshynovskiy, Taras Holotyak, Thierry Pun:
Information-theoretic analysis of steganalysis in real images. MM&Sec 2006: 11-16 - [c5]Miroslav Goljan, Jessica J. Fridrich, Taras Holotyak:
New blind steganalysis and its implications. Security, Steganography, and Watermarking of Multimedia Contents 2006: 607201 - 2005
- [c4]Taras Holotyak, Jessica J. Fridrich, Sviatoslav Voloshynovskiy:
Blind Statistical Steganalysis of Additive Steganography Using Wavelet Higher Order Statistics. Communications and Multimedia Security 2005: 273-274 - [c3]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: 631-642 - [c2]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: 673-684 - 1998
- [c1]Ivan Prudyus, Sviatoslav Voloshynovskiy, Taras Holotyak:
Robust image restoration matched with adaptive aperture formation in radar imaging systems with sparse antenna arrays. EUSIPCO 1998: 1-4
Informal and Other Publications
- 2024
- [i16]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 abs/2402.10204 (2024) - 2022
- [i15]Olga Taran, Joakim Tutt, Taras Holotyak, Roman Chaban, Slavi Bonev, Slava Voloshynovskiy:
Mobile authentication of copy detection patterns. CoRR abs/2203.02397 (2022) - [i14]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 abs/2206.11793 (2022) - [i13]Brian Pulfer, Yury Belousov, Joakim Tutt, Roman Chaban, Olga Taran, Taras Holotyak, Slava Voloshynovskiy:
Anomaly localization for copy detection patterns through print estimations. CoRR abs/2209.15625 (2022) - [i12]Roman Chaban, Olga Taran, Joakim Tutt, Yury Belousov, Brian Pulfer, Taras Holotyak, Slava Voloshynovskiy:
Printing variability of copy detection patterns. CoRR abs/2210.05343 (2022) - [i11]Yury Belousov, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy:
Digital twins of physical printing-imaging channel. CoRR abs/2210.17420 (2022) - [i10]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 abs/2212.07326 (2022) - 2021
- [i9]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 abs/2110.01864 (2021) - [i8]Roman Chaban, Olga Taran, Joakim Tutt, Taras Holotyak, Slavi Bonev, Slava Voloshynovskiy:
Machine learning attack on copy detection patterns: are 1x1 patterns cloneable? CoRR abs/2110.02176 (2021) - 2020
- [i7]Sohrab Ferdowsi, Behrooz Razeghi, Taras Holotyak, Flávio P. Calmon, Slava Voloshynovskiy:
Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups. CoRR abs/2002.01469 (2020) - 2019
- [i6]Dimche Kostadinov, Behrooz Razeghi, Taras Holotyak, Slava Voloshynovskiy:
Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment. CoRR abs/1901.10760 (2019) - [i5]Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy:
Defending against adversarial attacks by randomized diversification. CoRR abs/1904.00689 (2019) - [i4]Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy:
Reconstruction of Privacy-Sensitive Data from Protected Templates. CoRR abs/1905.03282 (2019) - [i3]Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy:
Robustification of deep net classifiers by key based diversified aggregation with pre-filtering. CoRR abs/1905.05454 (2019) - [i2]Slava Voloshynovskiy, Mouad Kondah, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Danilo Jimenez Rezende:
Information bottleneck through variational glasses. CoRR abs/1912.00830 (2019) - 2017
- [i1]Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov, Taras Holotyak:
Sparse Ternary Codes for similarity search have higher coding gain than dense binary codes. CoRR abs/1701.07675 (2017)
Coauthor Index
[j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c4] [c1] [i16] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [i1]
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