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2024

Rot, Peter; Terhorst, Philipp; Peer, Peter; Štruc, Vitomir

ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification Proceedings Article

V: Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG), str. 1-9, 2024.

Povzetek | Povezava | BibTeX | Oznake: deepfake, deepfakes, face, face analysis, face deidentification, face image processing, face images, face synthesis, face verification, privacy, privacy enhancement, privacy protection, privacy-enhancing techniques, soft biometric privacy, soft biometrics

Rot, Peter; Križaj, Janez; Peer, Peter; Štruc, Vitomir

Enhancing Gender Privacy with Photo-realistic Fusion of Disentangled Spatial Segments Proceedings Article

V: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), str. 1-5, 2024.

BibTeX | Oznake: deep learning, face, privacy, privacy enhancement, privacy protection, privacy-enhancing techniques, soft biometric privacy

2023

Rot, Peter; Grm, Klemen; Peer, Peter; Štruc, Vitomir

PrivacyProber: Assessment and Detection of Soft–Biometric Privacy–Enhancing Techniques Članek v strokovni reviji

V: IEEE Transactions on Dependable and Secure Computing, str. 1-18, 2023, ISBN: 1545-5971.

Povzetek | Povezava | BibTeX | Oznake: biometrics, face, privacy, privacy enhancement, privacy protection, privacy-enhancing techniques, soft biometric privacy

Meden, Blaž; Gonzalez-Hernandez, Manfred; Peer, Peter; Štruc, Vitomir

Face deidentification with controllable privacy protection Članek v strokovni reviji

V: Image and Vision Computing, vol. 134, no. 104678, str. 1-19, 2023.

Povzetek | Povezava | BibTeX | Oznake: CNN, deep learning, deidentification, face recognition, GAN, GAN inversion, privacy, privacy protection, StyleGAN2

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 Članek v strokovni reviji

V: IEEE Transactions on Biometrics, Identity and Behavior (TBIOM), vol. 4, iss. 2, str. 263-275, 2022.

Povzetek | Povezava | BibTeX | Oznake: attack, face recognition, privacy, privacy enhancement, privacy protection, privacy-enhancing techniques, soft biometric privacy

Rot, Peter; Peer, Peter; Štruc, Vitomir

Detecting Soft-Biometric Privacy Enhancement Book Section

V: Rathgeb, Christian; Tolosana, Ruben; Vera-Rodriguez, Ruben; Busch, Christoph (Ur.): Handbook of Digital Face Manipulation and Detection, 2022.

Povezava | BibTeX | Oznake: biometrics, face, privacy, privacy enhancement, privacy-enhancing techniques, soft biometric privacy

2021

Peter Rot Blaz Meden, Philipp Terhorst

Privacy-Enhancing Face Biometrics: A Comprehensive Survey Članek v strokovni reviji

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

Povzetek | Povezava | BibTeX | Oznake: biometrics, deidentification, face analysis, face deidentification, face recognition, face verification, FaceGEN, privacy, privacy protection, privacy-enhancing techniques, soft biometric privacy

2020

Bortolato, Blaž; Ivanovska, Marija; Rot, Peter; Križaj, Janez; Terhorst, Philipp; Damer, Naser; Peer, Peter; Štruc, Vitomir

Learning privacy-enhancing face representations through feature disentanglement Proceedings Article

V: Proceedings of FG 2020, IEEE, 2020.

Povzetek | Povezava | BibTeX | Oznake: autoencoder, biometrics, CNN, disentaglement, face recognition, PFRNet, privacy, representation learning

Marco Huber Philipp Terhörst, Naser Damer

Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies Proceedings Article

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

Povzetek | Povezava | BibTeX | Oznake: face recognition, privacy, privacy protection, soft biometric privacy

Terhorst, Philipp; Riehl, Kevin; Damer, Naser; Rot, Peter; Bortolato, Blaz; Kirchbuchner, Florian; Struc, Vitomir; Kuijper, Arjan

PE-MIU: a training-free privacy-enhancing face recognition approach based on minimum information units Članek v strokovni reviji

V: IEEE Access, vol. 2020, 2020.

Povzetek | Povezava | BibTeX | Oznake: biometrics, face recognition, minimal information units, privacy, soft biometric privacy, soft biometrics

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Peter Rot Blaz Meden, Philipp Terhorst

Privacy-Enhancing Face Biometrics: A Comprehensive Survey Članek v strokovni reviji

V: IEEE Transactions on Information Forensics and Security, vol. vol. 16, str. 4147-4183, 0000.

Povzetek | Povezava | BibTeX | Oznake: B-PETs, biometrics, DEID, deidentification, face deidentification, face recognition, FaceGEN, overview, privacy, privacy-enhancing techniques, survey