Dr. Koushik Biswas is a postdoctoral fellow at Northwestern University, working under the guidance of Dr. Ulas Bagci. He earned his P.hD. in Computer Science and Engineering from India. He is currently working on Adversarial robustness, diffusion models, brain tumor segmentation, and liver segmentation projects. His research interests are adversarial robustness, generalizable and interpretable ML, computer vision, medical image analysis, and the theory of deep learning.