Face Recognition

Jailbreaking GPT-4V via Self-Adversarial Attacks with System Prompts

Authors: Yuanwei Wu, Xiang Li, Yixin Liu, Pan Zhou, Lichao Sun | Published: 2023-11-15 | Updated: 2024-01-20
Prompt Injection
Attack Method
Face Recognition

How Robust is Google’s Bard to Adversarial Image Attacks?

Authors: Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu | Published: 2023-09-21 | Updated: 2023-10-14
Adversarial Training
Defense Method
Face Recognition

Powerful Physical Adversarial Examples Against Practical Face Recognition Systems

Authors: Inderjeet Singh, Toshinori Araki, Kazuya Kakizaki | Published: 2022-03-23
Smoothness Penalty
Physical attack
Face Recognition

Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward

Authors: Momina Masood, Marriam Nawaz, Khalid Mahmood Malik, Ali Javed, Aun Irtaza | Published: 2021-02-25 | Updated: 2021-11-23
Deepfake Technology
Speech Synthesis Technology
Face Recognition

FoggySight: A Scheme for Facial Lookup Privacy

Authors: Ivan Evtimov, Pascal Sturmfels, Tadayoshi Kohno | Published: 2020-12-15
Data Privacy Assessment
Adversarial Example
Face Recognition

FaceLeaks: Inference Attacks against Transfer Learning Models via Black-box Queries

Authors: Seng Pei Liew, Tsubasa Takahashi | Published: 2020-10-27
Membership Inference
Membership Disclosure Risk
Face Recognition

Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning

Authors: Stefan Zwaard, Henk-Jan Boele, Hani Alers, Christos Strydis, Casey Lew-Williams, Zaid Al-Ars | Published: 2020-10-14
Machine Learning
Federated Learning
Face Recognition

Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack

Authors: Hadi Mansourifar, Weidong Shi | Published: 2020-08-23
Model Inversion
Adversarial Attack Methods
Face Recognition

Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method

Authors: J. Matias Di Martino, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu, Guillermo Sapiro | Published: 2020-04-03
3D Feature Extraction
Robustness Analysis
Face Recognition