Professors Siva Viswanathan, Balaji Padmanabhan, and PhD student Yizhi Liu at UMD’s Smith School developed a patent-pending deepfake method to detect and mitigate bias in decision-making. Their study shows how AI-generated images can improve fairness in hiring, healthcare, and criminal justice.