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Author

Bharanidharan Gurumurthy

2 papers indexed here

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Open access Sep 2026

A Hybrid Deep Reinforcement Learning Framework for Enhanced Cyber Threat Detection Using Supervised Ensemble Decision Fusion

Conventional intrusion detection systems (IDSs) face increasing complexity in network traffic and unpredictable cyberattacks, particularly with fixed supervised classifiers and ambiguous observations. This study introduces DRL-ECTD (Deep Reinforcement Learning-Enhanced Cyber Threat Detector), a hybrid binary IDS that c...

Bharanidharan Gurumurthy, Nalini Poornima Suresh, Kiran Ravindran et al. · 0 citations
Open access Oct 2026

Hybrid metaheuristic and DL approach for integrated solar and electric vehicle energy management in smart grid networks

The increasing penetration of electric vehicles (EVs) and intermittent renewable generation has created challenges for accurate energy forecasting and stable smart-grid operation. Existing forecasting approaches often retain redundant variables or use manually selected model parameters, limiting their predictive reliab...

Bharanidharan Gurumurthy, G. Geethamahalakshmi, D. J. et al. · 0 citations

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