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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

M. Dhanalakshmi

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2 papers indexed here

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Aug 2026

Modeling a Software‐Defined Network for Analyzing Route and Energy With Sensor Nodes

This study presents a new method for selecting the most suitable route by combining the Markov Chain Model (MCM) with reinforcement learning techniques (MCM‐RLA) to ensure that the chain and reward functions align with the Quality of Service (QoS).

M. Dhanalakshmi, M. Karthiga · 0 citations
Open access Jul 2026

Detecting Malicious Nodes Using Game Theory and Reinforcement Learning in Software-Defined Networks

Experimental findings indicate that the proposed method effectively identifies malicious activities and strengthens overall network security, and offers an intelligent, adaptive, and scalable approach for safeguarding modern Software-Defined Networks.

K. V. Lakshmi Priya, M. Dhanalakshmi · 1 citation

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