Optimized Deep Learning for Network Intrusion Detection

By: Deore, Bhushan

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.

• Format: Paperback
• Language: English
• ISBN: 6208440211
• ISBN13: 9786208440213
• Release Date: April 2025
• Publisher: LAP Lambert Academic Publishing
• Length: 208 Pages
• Weight: 0.63 lbs.
• Dimensions: 0.5" x 6.0" x 9.0"