Ajita Rattani

Latest

• Demographic Fairness and Accountability of Audio and Video-based Unimodal and Bi-modal Deepfake Detectors
• Leveraging Diffusion and Flow Matching Models for Demographic Bias Mitigation of Facial Attribute Classifiers
• GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection
• Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups
• Is Facial Recognition Biased at Near-Infrared Spectrum as Well?
• Investigating Fairness of Ocular Biometrics Among Young, Middle-Aged, and Older Adults
• A novel approach for bias mitigation of gender classification algorithms using consistency regularization
• Demographic Bias Mitigation at Test-Time Using Uncertainty Estimation and Human-Machine Partnership
• ProActive DeepFake Detection using GAN-based Visible Watermarking
• An Examination and Comparison of Fairness of Face and Ocular Recognition Across Gender at NIR Spectrum