Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks

22 February 2018

Papers citing "Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks"

25 / 25 papers shown

Title
Simultaneous Adversarial Attacks On Multiple Face Recognition System Components Inderjeet Singh Kazuya Kakizaki Toshinori Araki CVBM AAML PICV 29 0 0 11 Apr 2023
Robust Smart Home Face Recognition under Starving Federated Data Jaechul Roh Yajun Fang FedML CVBM AAML 26 0 0 10 Nov 2022
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses Adnan Qayyum M. A. Butt Hassan Ali Muhammad Usman O. Halabi Ala I. Al-Fuqaha Q. Abbasi Muhammad Ali Imran Junaid Qadir 30 32 0 24 Oct 2022
Is Face Recognition Safe from Realizable Attacks? Sanjay Saha Terence Sim CVBM AAML 24 3 0 15 Oct 2022
Boosting Robustness Verification of Semantic Feature Neighborhoods Anan Kabaha Dana Drachsler-Cohen AAML 34 6 0 12 Sep 2022
RAF: Recursive Adversarial Attacks on Face Recognition Using Extremely Limited Queries Keshav Kasichainula Hadi Mansourifar W. Shi AAML 37 1 0 04 Jul 2022
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition Philipp Terhörst Marco Huber Naser Damer Florian Kirchbuchner Kiran Raja Arjan Kuijper CVBM 31 26 0 21 Oct 2021
Adversarial Relighting Against Face Recognition Qian Zhang Qing Guo Ruijun Gao Felix Juefei Xu Hongkai Yu Wei Feng AAML 14 19 0 18 Aug 2021
Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models P. Majumdar S. Mittal Richa Singh Mayank Vatsa CVBM 47 19 0 14 Aug 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Mian Navid Kardan M. Shah AAML 31 236 0 01 Aug 2021
Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification S. Silva Arun Das I. Scarff Peyman Najafirad AAML 20 1 0 05 Apr 2021
Learning Loss for Test-Time Augmentation Ildoo Kim Younghoon Kim Sungwoong Kim OOD 26 90 0 22 Oct 2020
Securing CNN Model and Biometric Template using Blockchain Akhil Goel Akshay Agarwal Mayank Vatsa Richa Singh Nalini Ratha 9 31 0 31 Jul 2020
On the Robustness of Face Recognition Algorithms Against Attacks and Bias Richa Singh Akshay Agarwal Maneet Singh Shruti Nagpal Mayank Vatsa CVBM AAML 49 65 0 07 Feb 2020
Detecting Face2Face Facial Reenactment in Videos Prabhat Kumar Mayank Vatsa Richa Singh PICV CVBM 11 49 0 21 Jan 2020
Adversarial Learning with Margin-based Triplet Embedding Regularization Yaoyao Zhong Weihong Deng AAML 28 50 0 20 Sep 2019
A Comprehensive Overview of Biometric Fusion Maneet Singh Richa Singh Arun Ross 16 185 0 08 Feb 2019
Data Fine-tuning S. Chhabra P. Majumdar Mayank Vatsa Richa Singh AAML 20 13 0 10 Dec 2018
Recognizing Disguised Faces in the Wild Maneet Singh Richa Singh Mayank Vatsa Nalini Ratha Rama Chellappa CVBM 33 55 0 21 Nov 2018
Explainable Black-Box Attacks Against Model-based Authentication Washington Garcia Joseph I. Choi S. K. Adari S. Jha Kevin R. B. Butler 26 10 0 28 Sep 2018
Fast Geometrically-Perturbed Adversarial Faces Ali Dabouei Sobhan Soleymani J. Dawson Nasser M. Nasrabadi CVBM AAML 29 65 0 24 Sep 2018
Adversarial Examples in Deep Learning: Characterization and Divergence Wenqi Wei Ling Liu Margaret Loper Stacey Truex Lei Yu Mehmet Emre Gursoy Yanzhao Wu AAML SILM 33 18 0 29 Jun 2018
Monge blunts Bayes: Hardness Results for Adversarial Training Zac Cranko A. Menon Richard Nock Cheng Soon Ong Zhan Shi Christian J. Walder AAML 26 16 0 08 Jun 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 308 5,847 0 08 Jul 2016
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 250 921 0 03 Dec 2014