StaEn-IDS: An Explainable Stacking Ensemble Deep Neural Network-Based Intrusion Detection System for IoT

StaEn-IDS: An Explainable Stacking Ensemble Deep Neural Network-Based Intrusion Detection System for IoT

The demand for the Internet of Things (IoT) has increased exponentially because it connects devices, applications, and people, allowing smooth real-time communication and data sharing. This connectivity improves decision-making, making it more accurate and efficient. However, this also increases sec...

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Bibliographic Details
Main Authors: Monika Vishwakarma, Nishtha Kesswani
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning (DL)
convolutional neural network (CNN)
long short-term memory (LSTM)
Internet of Things
intrusion detection system (IDS)
stacking method
Online Access:https://ieeexplore.ieee.org/document/11048578/
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