Analysis of intrusion detection in cyber attacks using DEEP learning neural networks. - Parasuraman Kumar; A. Anbarasa Kumar; C. Sahayakingsly; A. Udayakumar (Peer-to-Peer Netw. Appl., 2021)

Maritime Cybersecurity Leveraging Artificial Intelligence Mechanisms Unveiling Recent Innovations and Projecting Future Trends. - Parasuraman Kumar; Arumugam Maharajan (KSII Trans. Internet Inf. Syst., 2024)

Deep learning techniques on 3D-MRI lung images for detection and segmentation of COVID-19 virus. - J. Syed Nizamudeen Ahmed; M. Mohamed Sathik; Krishnan Nallaperumal; Senthamarai Kannan Kaliaperumal; Parasuraman Kumar; T. Arumuga Maria Devi (Expert Syst. J. Knowl. Eng., 2025)