Manojit Nandi

Biometric scanners, such as face recognition technology, have seen widespread adoption in applications, such as identifying suspected criminals, analyzing candidate’s facial expressions during job interviews, and monitoring attendance at schools.

Within the last few years, researchers have come to understand that machine learning systems may display discriminatory behavior with regards to certain protected characteristics, such as gender or race.