On the Robustness of Face Recognition Algorithms Against Attacks and Bias

7 February 2020

Papers citing "On the Robustness of Face Recognition Algorithms Against Attacks and Bias"

23 / 23 papers shown

Title
A large-scale study of performance and equity of commercial remote identity verification technologies across demographics Kaniz Fatima M. Schuckers Gerardo Cruz-Ortiz Daqing Hou Sandip Purnapatra Tiffany Andrews Ambuj Neupane Brandeis Marshall Stephanie Schuckers 28 1 0 18 Sep 2024
Mask-up: Investigating Biases in Face Re-identification for Masked Faces Siddharth D. Jaiswal Ankit Kr. Verma Animesh Mukherjee 23 0 0 21 Feb 2024
Adventures of Trustworthy Vision-Language Models: A Survey Mayank Vatsa Anubhooti Jain Richa Singh 30 4 0 07 Dec 2023
Controllable Inversion of Black-Box Face Recognition Models via Diffusion Manuel Kansy Anton Raël Graziana Mignone Jacek Naruniec Christopher Schroers Markus Gross Romann M. Weber DiffM 79 18 0 23 Mar 2023
Robustness Disparities in Face Detection Samuel Dooley George Z. Wei Tom Goldstein John P. Dickerson CVBM 38 8 0 29 Nov 2022
Are Face Detection Models Biased? S. Mittal K. Thakral P. Majumdar Mayank Vatsa Richa Singh CVBM 26 5 0 07 Nov 2022
Race Bias Analysis of Bona Fide Errors in face anti-spoofing Latifah Abduh I. Ivrissimtzis CVBM 48 2 0 11 Oct 2022
Watching the watchers: bias and vulnerability in remote proctoring software Ben Burgess Avi Ginsberg E. Felten Shaanan N. Cohney 6 15 0 06 May 2022
An Examination of Bias of Facial Analysis based BMI Prediction Models Hera Siddiqui A. Rattani K. Ricanek Twyla J. Hill CVBM 39 12 0 21 Apr 2022
Are Commercial Face Detection Models as Biased as Academic Models? Samuel Dooley George Z. Wei Tom Goldstein John P. Dickerson CVBM 43 4 0 25 Jan 2022
Fooling the Eyes of Autonomous Vehicles: Robust Physical Adversarial Examples Against Traffic Sign Recognition Systems Wei Jia Zhaojun Lu Haichun Zhang Zhenglin Liu Jie Wang Gang Qu AAML 16 51 0 17 Jan 2022
Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias William Thong Cees G. M. Snoek 22 14 0 27 Oct 2021
Investigating Fairness of Ocular Biometrics Among Young, Middle-Aged, and Older Adults Anoop Krishnan Ali Almadan A. Rattani CVBM 30 5 0 04 Oct 2021
Robustness Disparities in Commercial Face Detection Samuel Dooley Tom Goldstein John P. Dickerson CVBM 17 13 0 27 Aug 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
Biometrics: Trust, but Verify Anil K. Jain Debayan Deb Joshua J. Engelsma FaML 28 80 0 14 May 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics Philipp Terhörst J. Kolf Marco Huber Florian Kirchbuchner Naser Damer Aythami Morales Julian Fierrez Arjan Kuijper 31 115 0 02 Mar 2021
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset Anoop Krishnan Ali Almadan A. Rattani CVBM 6 15 0 17 Nov 2020
Trustworthy AI Richa Singh Mayank Vatsa Nalini Ratha 18 4 0 02 Nov 2020
WaveTransform: Crafting Adversarial Examples via Input Decomposition Divyam Anshumaan Akshay Agarwal Mayank Vatsa Richa Singh AAML 19 11 0 29 Oct 2020
Attack Agnostic Adversarial Defense via Visual Imperceptible Bound S. Chhabra Akshay Agarwal Richa Singh Mayank Vatsa AAML 29 3 0 25 Oct 2020
MixNet for Generalized Face Presentation Attack Detection Nilay Sanghvi Sushant Kumar Singh Akshay Agarwal Mayank Vatsa Richa Singh AAML CVBM 15 10 0 25 Oct 2020
Adversarial Attacks against Face Recognition: A Comprehensive Study Fatemeh Vakhshiteh A. Nickabadi Raghavendra Ramachandra AAML 15 16 0 22 Jul 2020