Algorithmic Bias Detection

As AI becomes central to identity verification (e.g., in facial recognition), Algorithmic Bias Detection tools are crucial for ethics. These frameworks test models against diverse datasets to identify performance disparities across demographics (race, gender, age), ensuring that automated trust systems do not systematically discriminate against specific groups.