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Optimized Deep Learning for Network Intrusion Detection

Optimized Deep Learning for Network Intrusion Detection

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Product Details
Author:
Bhushan Deore
Publisher:
LAP Lambert Academic Publishing
Publication Date:
Apr 08, 2025
Number of pages:
00208 pages
Binding:
Paperback or Softback
ISBN-10:
6208440211
ISBN-13:
9786208440213

Overview

This book targets young researchers exploring advanced network security techniques to counter evolving cyber threats. It presents innovative methods, including RNN-based cyber-attack detection and IDS with feature reduction. Additionally, it introduces optimization-driven deep learning models like DASO-Deep RNN, ADASO-Deep RNN, and Opt RCNN-LSTM for precise intrusion detection, ensuring high accuracy, sensitivity, and specificity.


  • | Author: Bhushan Deore
  • | Publisher: LAP Lambert Academic Publishing
  • | Publication Date: Apr 08, 2025
  • | Number of Pages: 00208 pages
  • | Binding: Paperback or Softback
  • | ISBN-10: 6208440211
  • | ISBN-13: 9786208440213

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