World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
38
Citations
8538
World Ranking
10049
National Ranking
4234

Best Publications

  • Deep Learning Approach for Intelligent Intrusion Detection System

    R. Vinayakumar;Mamoun Alazab;K. P. Soman;Prabaharan Poornachandran

  • Stock price prediction using LSTM, RNN and CNN-sliding window model

    Sreelekshmy Selvin;R Vinayakumar;E. A Gopalakrishnan;Vijay Krishna Menon

  • Applying convolutional neural network for network intrusion detection

    R Vinayakumar;K P Soman;Prabaharan Poornachandran

  • Robust Intelligent Malware Detection Using Deep Learning

    R. Vinayakumar;Mamoun Alazab;K. P. Soman;Prabaharan Poornachandran

  • Diabetes detection using deep learning algorithms

    G Swapna;R Vinayakumar;K P Soman

  • A Visualized Botnet Detection System Based Deep Learning for the Internet of Things Networks of Smart Cities

    R. Vinayakumar;Mamoun Alazab;Sriram Srinivasan;Quoc-Viet Pham

  • DeepAirNet: Applying Recurrent Networks for Air Quality Prediction

    Unknown

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

    Unknown

  • A hybrid deep learning image-based analysis for effective malware detection

    Sitalakshmi Venkatraman;Mamoun Alazab;R. Vinayakumar

  • Applying deep learning approaches for network traffic prediction

    R Vinayakumar;K. P. Soman;Prabaharan Poornachandran

  • Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security

    Vigneswaran K Rahul;R Vinayakumar;KP Soman;Prabaharan Poornachandran

  • Detecting Android malware using Long Short-term Memory (LSTM)

    R. Vinayakumar;K.P. Soman;Prabaharan Poornachandran;S. Sachin Kumar

  • Network Flow based IoT Botnet Attack Detection using Deep Learning

    Sriram S;Vinayakumar R;Mamoun Alazab;Soman Kp

  • Detecting malicious domain names using deep learning approaches at scale

    R. Vinayakumar;K.P. Soman;Prabaharan Poornachandran

  • Evaluating shallow and deep networks for ransomware detection and classification

    R. Vinayakumar;K P Soman;K. K. Senthil Velan;Shaunak Ganorkar

  • Evaluating deep learning approaches to characterize and classify malicious URL’s

    R. Vinayakumar;K.P. Soman;Prabaharan Poornachandran

  • Deep Learning Models for the Prediction of Rainfall

    Unknown

  • Long short-term memory based operation log anomaly detection

    R. Vinayakumar;K. P. Soman;Prabaharan Poornachandran

  • Deep power: Deep learning architectures for power quality disturbances classification

    Neethu Mohan;K. P. Soman;R. Vinayakumar

  • Deep android malware detection and classification

    R. Vinayakumar;K. P. Soman;Prabaharan Poornachandran

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