Naveen Kumar K Email & Phone Number

I am K Naveen Kumar. Currently a dual-degree final-year PhD Research Scholar in the Department of Computer Science and Engineering at the prestigious Indian Institute of Technology Hyderabad (IIT Hyderabad). Previously, I was an MTech student in Computer Science and Engineering from IIT Hyderabad. I held a BTech degree in Computer Science and Engineering from the renowned Indian Institute of Information Technology Vadodara (IIIT Vadodara) Gujarat in 2018. My research interests encompass several critical areas, including security for federated learning, adversarial machine learning, security and privacy for AI medical image analysis, and scene perception & path planning for autonomous vehicles, particularly in adverse weather conditions. My publications include IEEE Transactions on Pattern Analysis and Machine Intelligence, Computer Vision Patter Recognition (CVPR) conference, Elsevier Pattern Recognition, IEEE Transactions on Intelligent Transport Systems, IJCNN, and workshop papers presented at COMSNETS and IEEE AIPR conferences. I also served as an external reviewer for esteemed conferences like IEEE S&P, and USENIX and journals like IEEE Transactions on Information Forensics and Security, Neurocomputing, and IEEE Neural Networks and Learning Systems. My interests extend to the practical deployment of AI solutions by developing end-to-end AI solutions and ensuring their effective deployment on edge devices, contributing significantly to the advancement of AI technologies.