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Pokaži vse

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

Brodarič, Marko; Peer, Peter; Štruc, Vitomir

Cross-Dataset Deepfake Detection: Evaluating the Generalization Capabilities of Modern DeepFake Detectors Proceedings Article

V: Proceedings of the 27th Computer Vision Winter Workshop (CVWW), str. 1-10, 2024.

Povzetek | Povezava | BibTeX | Oznake: data integrity, deepfake, deepfake detection, deepfakes, difussion, face, faceforensics++, media forensics

2023

Larue, Nicolas; Vu, Ngoc-Son; Štruc, Vitomir; Peer, Peter; Christophides, Vassilis

SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Proceedings Article

V: Proceedings of the International Conference on Computer Vision (ICCV), str. 21011 - 21021, IEEE 2023.

Povzetek | Povezava | BibTeX | Oznake: CNN, deepfake detection, deepfakes, face, media forensics, one-class learning, representation learning

Peng, Bo; Sun, Xianyun; Wang, Caiyong; Wang, Wei; Dong, Jing; Sun, Zhenan; Zhang, Rongyu; Cong, Heng; Fu, Lingzhi; Wang, Hao; Zhang, Yusheng; Zhang, HanYuan; Zhang, Xin; Liu, Boyuan; Ling, Hefei; Dragar, Luka; Batagelj, Borut; Peer, Peter; Struc, Vitomir; Zhou, Xinghui; Liu, Kunlin; Feng, Weitao; Zhang, Weiming; Wang, Haitao; Diao, Wenxiu

DFGC-VRA: DeepFake Game Competition on Visual Realism Assessment Proceedings Article

V: IEEE International Joint Conference on Biometrics (IJCB 2023), str. 1-9, Ljubljana, Slovenia, 2023.

Povzetek | Povezava | BibTeX | Oznake: competition IJCB, deepfake detection, deepfakes, face, realism assessment

2021

Ivanovska, Marija; Štruc, Vitomir

A Comparative Study on Discriminative and One--Class Learning Models for Deepfake Detection Proceedings Article

V: Proceedings of ERK 2021, str. 1–4, 2021.

Povzetek | Povezava | BibTeX | Oznake: biometrics, comparative study, computer vision, deepfake detection, deepfakes, detection, face, one-class learning