Hypergraph Based Feature Selection Technique for Medical Diagnosis. - Nivethitha Somu; M. R. Gauthama Raman; Kirthivasan Kannan; V. S. Shankar Sriram (J. Medical Syst., 2016)

Development of Rough Set - Hypergraph Technique for Key Feature Identification in Intrusion Detection Systems. - M. R. Gauthama Raman; Kirthivasan Kannan; V. S. Shankar Sriram (Comput. Electr. Eng., 2017)

An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine. - M. R. Gauthama Raman; Nivethitha Somu; Kirthivasan Kannan; Ramiro Liscano; V. S. Shankar Sriram (Knowl. Based Syst., 2017)

A Hypergraph and Arithmetic Residue-based Probabilistic Neural Network for classification in Intrusion Detection Systems. - M. R. Gauthama Raman; Nivethitha Somu; Kirthivasan Kannan; V. S. Shankar Sriram (Neural Networks, 2017)

A trust centric optimal service ranking approach for cloud service selection. - Nivethitha Somu; M. R. Gauthama Raman; Kirthivasan Kannan; V. S. Shankar Sriram (Future Gener. Comput. Syst., 2018)

An improved robust heteroscedastic probabilistic neural network based trust prediction approach for cloud service selection. - Nivethitha Somu; M. R. Gauthama Raman; V. Kalpana; Kirthivasan Kannan; V. S. Shankar Sriram (Neural Networks, 2018)

Anomaly Detection in Critical Infrastructure Using Probabilistic Neural Network. - M. R. Gauthama Raman; Nivethitha Somu; Aditya P. Mathur (ATIS, 2019)

An Improved Rough Set Theory based Feature Selection Approach for Intrusion Detection in SCADA Systems. - S. Priyanga; M. R. Gauthama Raman; Sujeet S. Jagtap; N. Aswin; Kirthivasan Kannan; V. S. Shankar Sriram (J. Intell. Fuzzy Syst., 2019)

A hybrid approach using rough set theory and hypergraph for feature selection on high-dimensional medical datasets. - M. R. Gauthama Raman; Nivethitha Somu; Krithivasan Kannan; V. S. Shankar Sriram (Soft Comput., 2019)

An improved rough set approach for optimal trust measure parameter selection in cloud environments. - Nivethitha Somu; M. R. Gauthama Raman; Obulaporam Gireesha; Krithivasan Kannan; V. S. Shankar Sriram (Soft Comput., 2019)

Challenges in Machine Learning based approaches for Real-Time Anomaly Detection in Industrial Control Systems. - Chuadhry Mujeeb Ahmed; M. R. Gauthama Raman; Aditya P. Mathur (CPSS@AsiaCCS, 2020)

An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm. - M. R. Gauthama Raman; Nivethitha Somu; Sahruday Jagarapu; Tina Manghnani; Thirumaran Selvam; Kannan Krithivasan; V. S. Shankar Sriram (Artif. Intell. Rev., 2020)

IBGSS: An Improved Binary Gravitational Search Algorithm based search strategy for QoS and ranking prediction in cloud environments. - Nivethitha Somu; M. R. Gauthama Raman; Akshya Kaveri; Akshay Rahul K.; Kannan Krithivasan; V. S. Shankar Sriram (Appl. Soft Comput., 2020)

Deep autoencoders as anomaly detectors: Method and case study in a distributed water treatment plant. - M. R. Gauthama Raman; Wenjie Dong; Aditya Mathur (Comput. Secur., 2020)

A multilayer perceptron model for anomaly detection in water treatment plants. - M. R. Gauthama Raman; Nivethitha Somu; Aditya P. Mathur (Int. J. Crit. Infrastructure Prot., 2020)

PCAT: PLC Command Analysis Tool for automatic incidence response in Water Treatment Plants. - Siddhant Shrivastava; M. R. Gauthama Raman; Aditya Mathur (IEEE BigData, 2021)

Machine learning for intrusion detection in industrial control systems: challenges and lessons from experimental evaluation. - M. R. Gauthama Raman; Chuadhry Mujeeb Ahmed; Aditya Mathur (Cybersecur., 2021)

Design-knowledge in learning plant dynamics for detecting process anomalies in water treatment plants. - Dillon Cheong Lien Sung; M. R. Gauthama Raman; Aditya P. Mathur (Comput. Secur., 2022)

AICrit: A unified framework for real-time anomaly detection in water treatment plants. - M. R. Gauthama Raman; Aditya P. Mathur (J. Inf. Secur. Appl., 2022)

A Hybrid Physics-Based Data-Driven Framework for Anomaly Detection in Industrial Control Systems. - M. R. Gauthama Raman; Aditya P. Mathur (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Adaptive Data-Driven LSTM Model for Sensor Drift Detection in Water Utilities. - S. Abisheg; M. R. Gauthama Raman; Aditya P. Mathur (ATIS, 2024)