Publications

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2022

Osorio-Roig, Daile; Rathgeb, Christian; Drozdowski, Pawel; Terhörst, Philipp; Štruc, Vitomir; Busch, Christoph

An Attack on Feature Level-based Facial Soft-biometric Privacy Enhancement Journal Article

In: IEEE Transactions on Biometrics, Identity and Behavior (TBIOM), 2022.

Abstract | Links | BibTeX | Tags: attack, face recognition, privacy, privacy enhancement, privacy protection, privacy-enhancing techniques, soft biometric privacy

2021

Peter Rot Blaz Meden, Philipp Terhorst

Privacy-Enhancing Face Biometrics: A Comprehensive Survey Journal Article

In: IEEE Transactions on Information Forensics and Security, vol. 16, pp. 4147-4183, 2021.

Abstract | Links | BibTeX | Tags: biometrics, deidentification, face analysis, face deidentification, face recognition, face verification, FaceGEN, privacy, privacy protection, privacy-enhancing techniques, soft biometric privacy

2020

Marco Huber Philipp Terhörst, Naser Damer

Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies Inproceedings

In: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG) 2020, pp. 1-5, IEEE, 2020, ISSN: 1617-5468.

Abstract | Links | BibTeX | Tags: face recognition, privacy, privacy protection, soft biometric privacy

2018

Meden, Blaz; Peer, Peter; Struc, Vitomir

Selective Face Deidentification with End-to-End Perceptual Loss Learning Inproceedings

In: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), pp. 1–7, IEEE 2018.

Abstract | Links | BibTeX | Tags: deidentification, face, face deidentification, privacy protection

Meden, Blaž; Emeršič, Žiga; Štruc, Vitomir; Peer, Peter

k-Same-Net: k-Anonymity with Generative Deep Neural Networks for Face Deidentification Journal Article

In: Entropy, vol. 20, no. 1, pp. 60, 2018.

Abstract | Links | BibTeX | Tags: deidentification, face, k-same, k-same-net, privacy protection

2017

Meden, Blaž; Malli, Refik Can; Fabijan, Sebastjan; Ekenel, Hazim Kemal; Štruc, Vitomir; Peer, Peter

Face deidentification with generative deep neural networks Journal Article

In: IET Signal Processing, vol. 11, no. 9, pp. 1046–1054, 2017.

Abstract | Links | BibTeX | Tags: biometrics, computer vision, deidentification, face, privacy protection

Meden, Blaz; Emersic, Ziga; Struc, Vitomir; Peer, Peter

k-Same-Net: Neural-Network-Based Face Deidentification Inproceedings

In: 2017 International Conference and Workshop on Bioinspired Intelligence (IWOBI), pp. 1–7, IEEE 2017.

Abstract | Links | BibTeX | Tags: deidentification, face, privacy protection

2014

Marčetić, Darijan; Ribarić, Slobodan; Štruc, Vitomir; Pavešić, Nikola

An experimental tattoo de-identification system for privacy protection in still images Inproceedings

In: 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), pp. 1288–1293, Mipro IEEE, 2014.

Abstract | Links | BibTeX | Tags: computer vision, deidentification, MIPRO, privacy protection, tattoo deidentification