Fairness
Fairness Properties of Face Recognition and Obfuscation Systems
32nd USENIX Security Symposium (2023)
Harrison Rosenberg, Brian Tang, Kassem Fawaz, Somesh Jha
Investigating the demographic fairness of anti face recognition systems. We analyze how these metric embedding networks may exhibit disparities across different demographic groups. Contribution: coded, implemented, and tested theoretical framework proposed by lead author.
Fairness Properties of Face Recognition and Obfuscation Systems
32nd USENIX Security Symposium (2023)
Harrison Rosenberg, Brian Tang, Kassem Fawaz, Somesh Jha
Investigating the demographic fairness of anti face recognition systems. We analyze how these metric embedding networks may exhibit disparities across different demographic groups. Contribution: coded, implemented, and tested theoretical framework proposed by lead author.
hi