| Detecting stealthy false data injection attacks in the smart grid using ensemble-based machine learning M Ashrafuzzaman, S Das, Y Chakhchoukh, S Shiva, FT Sheldon Computers & Security 97, 101994, 2020 | 162 | 2020 |
| DDoS Intrusion Detection Through Machine Learning Ensemble S Das, AM Mahfouz, D Venugopal, S Shiva 2019 IEEE 19th International Conference on Software Quality, Reliability and …, 2019 | 129 | 2019 |
| Network intrusion detection and comparative analysis using ensemble machine learning and feature selection S Das, S Saha, AT Priyoti, EK Roy, FT Sheldon, A Haque, S Shiva IEEE transactions on network and service management 19 (4), 4821-4833, 2021 | 125 | 2021 |
| Interpretable machine learning tools: A survey N Agarwal, S Das 2020 IEEE symposium series on computational intelligence (SSCI), 1528-1534, 2020 | 100 | 2020 |
| Empirical evaluation of the ensemble framework for feature selection in ddos attack S Das, D Venugopal, S Shiva, FT Sheldon 2020 7th IEEE International Conference on Cyber Security and Cloud Computing …, 2020 | 56 | 2020 |
| Taxonomy and survey of interpretable machine learning method S Das, N Agarwal, D Venugopal, FT Sheldon, S Shiva 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 670-677, 2020 | 48 | 2020 |
| Network intrusion detection using natural language processing and ensemble machine learning S Das, M Ashrafuzzaman, FT Sheldon, S Shiva 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 829-835, 2020 | 47 | 2020 |
| A holistic approach for detecting DDoS attacks by using ensemble unsupervised machine learning S Das, D Venugopal, S Shiva Future of Information and Communication Conference, 721-738, 2020 | 46 | 2020 |
| Elliptic envelope based detection of stealthy false data injection attacks in smart grid control systems M Ashrafuzzaman, S Das, AA Jillepalli, Y Chakhchoukh, FT Sheldon 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1131-1137, 2020 | 37 | 2020 |
| Ensembling supervised and unsupervised machine learning algorithms for detecting distributed denial of service attacks S Das, M Ashrafuzzaman, FT Sheldon, S Shiva Algorithms 17 (3), 99, 2024 | 20 | 2024 |
| Machine learning application lifecycle augmented with explanation and security S Das, S Shiva 2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile …, 2021 | 12 | 2021 |
| CoRuM: Collaborative Runtime Monitor Framework for Application Security S Das, S Shiva 2018 IEEE/ACM International Conference on Utility and Cloud Computing …, 2018 | 12 | 2018 |
| Ddos explainer using interpretable machine learning S Das, N Agarwal, S Shiva 2021 IEEE 12th Annual Information Technology, Electronics and Mobile …, 2021 | 10 | 2021 |
| Detection and Explanation of Distributed Denial of Service (DDoS) Attack Through Interpretable Machine Learning S Das The University of Memphis, 2021 | 10 | 2021 |
| A Stealth Migration Approach to Moving Target Defense in Cloud Computing S Das, AM Mahfouz, S Shiva Proceedings of the Future Technologies Conference 1069, 394-410, 2019 | 10 | 2019 |
| The Role of AI in Transforming Education: A Systematic Review of Trends QEA Ratul, E Zaman, S Das, M Memari 2025 Intermountain Engineering, Technology and Computing (IETC), 1-6, 2025 | 5 | 2025 |
| A comparative analysis of machine learning techniques for detecting probing attack with SHAP algorithm F Rabbi, NUI Hossain, S Das Expert Systems with Applications 271, 126718, 2025 | 5 | 2025 |
| ConvLSTMTransNet: A Hybrid Deep Learning Approach for Internet Traffic Telemetry S Saha, S Das, GHS Carvalho 2024 IEEE Virtual Conference on Communications (VCC), 1-6, 2024 | 4 | 2024 |
| Trusting classifiers with interpretable machine learning based feature selection backpropagation S Das, RR Das, FT Sheldon, S Shiva 2024 IEEE 14th Annual Computing and Communication Workshop and Conference …, 2024 | 3 | 2024 |
| Requirements Elicitation and Stakeholder Communications for Explainable Machine Learning Systems: State of the Art S Das, M Hossain, SG Shiva 2023 International Conference on Information Technology (ICIT), 561-566, 2023 | 3 | 2023 |
Sajjan ShivaProfessor of Computer Science, University of MemphisVerified email at memphis.edu
