Face Recognition System

Adv-CPG: A Customized Portrait Generation Framework with Facial Adversarial Attacks

Authors: Junying Wang, Hongyuan Zhang, Yuan Yuan | Published: 2025-03-11
Privacy Protection
Adversarial Example
Face Recognition System

Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding

Authors: Jonggyu Jang, Hyeonsu Lyu, Seongjin Hwang, Hyun Jong Yang | Published: 2024-08-08
Watermarking
Watermark Evaluation
Face Recognition System

Model for Peanuts: Hijacking ML Models without Training Access is Possible

Authors: Mahmoud Ghorbel, Halima Bouzidi, Ioan Marius Bilasco, Ihsen Alouani | Published: 2024-06-03
Membership Inference
Attack Method
Face Recognition System

IPFed: Identity protected federated learning for user authentication

Authors: Yosuke Kaga, Yusei Suzuki, Kenta Takahashi | Published: 2024-05-07
Privacy Protection Method
Membership Inference
Face Recognition System

FaRO 2: an Open Source, Configurable Smart City Framework for Real-Time Distributed Vision and Biometric Systems

Authors: Joel Brogan, Nell Barber, David Cornett, David Bolme | Published: 2022-09-26
Privacy Protection Method
Framework
Face Recognition System

Privacy Attacks Against Biometric Models with Fewer Samples: Incorporating the Output of Multiple Models

Authors: Sohaib Ahmad, Benjamin Fuller, Kaleel Mahmood | Published: 2022-09-22
Privacy Assessment
Model Extraction Attack
Face Recognition System

An anomaly detection approach for backdoored neural networks: face recognition as a case study

Authors: Alexander Unnervik, Sébastien Marcel | Published: 2022-08-22
Backdoor Attack
Attack Detection
Face Recognition System

NTD: Non-Transferability Enabled Backdoor Detection

Authors: Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott | Published: 2021-11-22
Traffic Sign Classification
Non-Transferable Detection
Face Recognition System

Adversarial Mask: Real-World Universal Adversarial Attack on Face Recognition Model

Authors: Alon Zolfi, Shai Avidan, Yuval Elovici, Asaf Shabtai | Published: 2021-11-21 | Updated: 2022-09-07
Impact of Generalization
Adversarial attack
Face Recognition System

Dodging Attack Using Carefully Crafted Natural Makeup

Authors: Nitzan Guetta, Asaf Shabtai, Inderjeet Singh, Satoru Momiyama, Yuval Elovici | Published: 2021-09-14
Makeup Attack
Adversarial attack
Face Recognition System