Detection and prevention in WSN security framework using deep learning against black hole and wormhole attacks

Detection and prevention in WSN security framework using deep learning against black hole and wormhole attacks

This paper proposed an energy-aware and adaptive IDS for WSNs with the main focus of tackling the Black Hole and Wormhole attacks on the routing systems. Based on the achieved results, the advanced feature generation is delivered by the use of the GANs, while the WOA is used for the tuning of the pa...

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Bibliographic Details
Main Authors: R Barath Ramesh, S. John Justin Thangaraj, G. Mary Amirtha Sagayee, K. Saravanan
Format: Article
Language:English
Published: Elsevier 2025-10-01
Series:Ain Shams Engineering Journal
Subjects:
Deep learning
Generative Adversarial Network
Whale optimisation algorithm
Black hole, wormhole
Online Access:http://www.sciencedirect.com/science/article/pii/S209044792500365X
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http://www.sciencedirect.com/science/article/pii/S209044792500365X

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