Soman KP

Automated detection of diabetes using CNN and CNN-LSTM network and heart rate signals

G. Swapna, Soman KP, R. Vinayakumar · Procedia Computer Science · 2018 · 249 citations · Full text

Normal Hrv, Convolutional Neural Network, Engineering +20

Network Flow based IoT Botnet Attack Detection using Deep Learning

S. Sriram, R. Vinayakumar, Mamoun Alazab et al. · 2020 · 173 citations

Iot Data Analytics, Network Flows, Internet-enabled Devices +14

A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs)

R. Vinayakumar, Soman KP, Prabaharan Poornachandran · International Journal of Digital Crime and Forensics · 2019 · 60 citations

Internet Traffic Analysis, Anomaly Detection, Machine Learning +20

S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors

Vysakh S Mohan, R. Vinayakumar, Soman KP et al. · 2018 · 44 citations · Full text

Abuse Detection, Culturomics, Cybersecurity +26

A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities

Amara Dinesh Kumar, Koti Naga Renu Chebrolu, R. Vinayakumar et al. · arXiv (Cornell University) · 2018 · 40 citations · Full text

Vehicle Communication, Engineering, Information Security +20