M. R. Gauthama Raman

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 20

Top Topics

Probabilistic Neural Network

Intrusion Detection

Support Vector Machine

Water Treatment

Top Venues

Neural Networks

Future Gener. Comput. Syst.

Publications

Dillon Cheong Lien Sung, M. R. Gauthama Raman, Aditya P. Mathur
Design-knowledge in learning plant dynamics for detecting process anomalies in water treatment plants. Comput. Secur. 113 (2022)
M. R. Gauthama Raman, Aditya P. Mathur
A Hybrid Physics-Based Data-Driven Framework for Anomaly Detection in Industrial Control Systems. IEEE Trans. Syst. Man Cybern. Syst. 52 (9) (2022)
M. R. Gauthama Raman, Aditya P. Mathur
AICrit: A unified framework for real-time anomaly detection in water treatment plants. J. Inf. Secur. Appl. 64 (2022)
M. R. Gauthama Raman, Chuadhry Mujeeb Ahmed, Aditya Mathur
Machine learning for intrusion detection in industrial control systems: challenges and lessons from experimental evaluation. Cybersecur. 4 (1) (2021)
Siddhant Shrivastava, M. R. Gauthama Raman, Aditya Mathur
PCAT: PLC Command Analysis Tool for automatic incidence response in Water Treatment Plants. IEEE BigData (2021)
M. R. Gauthama Raman, Nivethitha Somu, Aditya P. Mathur
A multilayer perceptron model for anomaly detection in water treatment plants. Int. J. Crit. Infrastructure Prot. 31 (2020)
Nivethitha Somu, M. R. Gauthama Raman, Akshya Kaveri, Akshay Rahul K., Kannan Krithivasan, V. S. Shankar Sriram
IBGSS: An Improved Binary Gravitational Search Algorithm based search strategy for QoS and ranking prediction in cloud environments. Appl. Soft Comput. 88 (2020)
M. R. Gauthama Raman, Wenjie Dong, Aditya Mathur
Deep autoencoders as anomaly detectors: Method and case study in a distributed water treatment plant. Comput. Secur. 99 (2020)
M. R. Gauthama Raman, Nivethitha Somu, Sahruday Jagarapu, Tina Manghnani, Thirumaran Selvam, Kannan Krithivasan, V. S. Shankar Sriram
An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm. Artif. Intell. Rev. 53 (5) (2020)
Chuadhry Mujeeb Ahmed, M. R. Gauthama Raman, Aditya P. Mathur
Challenges in Machine Learning based approaches for Real-Time Anomaly Detection in Industrial Control Systems. CPSS@AsiaCCS (2020)
M. R. Gauthama Raman, Nivethitha Somu, Aditya P. Mathur
Anomaly Detection in Critical Infrastructure Using Probabilistic Neural Network. ATIS (2019)
M. R. Gauthama Raman, Nivethitha Somu, Krithivasan Kannan, V. S. Shankar Sriram
A hybrid approach using rough set theory and hypergraph for feature selection on high-dimensional medical datasets. Soft Comput. 23 (23) (2019)
Nivethitha Somu, M. R. Gauthama Raman, Obulaporam Gireesha, Krithivasan Kannan, V. S. Shankar Sriram
An improved rough set approach for optimal trust measure parameter selection in cloud environments. Soft Comput. 23 (22) (2019)
S. Priyanga, M. R. Gauthama Raman, Sujeet S. Jagtap, N. Aswin, Kirthivasan Kannan, V. S. Shankar Sriram
An Improved Rough Set Theory based Feature Selection Approach for Intrusion Detection in SCADA Systems. J. Intell. Fuzzy Syst. 36 (5) (2019)
Nivethitha Somu, M. R. Gauthama Raman, Kirthivasan Kannan, V. S. Shankar Sriram
A trust centric optimal service ranking approach for cloud service selection. Future Gener. Comput. Syst. 86 (2018)
Nivethitha Somu, M. R. Gauthama Raman, V. Kalpana, Kirthivasan Kannan, V. S. Shankar Sriram
An improved robust heteroscedastic probabilistic neural network based trust prediction approach for cloud service selection. Neural Networks 108 (2018)
M. R. Gauthama Raman, Nivethitha Somu, Kirthivasan Kannan, V. S. Shankar Sriram
A Hypergraph and Arithmetic Residue-based Probabilistic Neural Network for classification in Intrusion Detection Systems. Neural Networks 92 (2017)
M. R. Gauthama Raman, Kirthivasan Kannan, V. S. Shankar Sriram
Development of Rough Set - Hypergraph Technique for Key Feature Identification in Intrusion Detection Systems. Comput. Electr. Eng. 59 (2017)
M. R. Gauthama Raman, Nivethitha Somu, Kirthivasan Kannan, Ramiro Liscano, V. S. Shankar Sriram
An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine. Knowl. Based Syst. 134 (2017)
Nivethitha Somu, M. R. Gauthama Raman, Kirthivasan Kannan, V. S. Shankar Sriram
Hypergraph Based Feature Selection Technique for Medical Diagnosis. J. Medical Syst. 40 (11) (2016)