Network Intrusion Detection Using Deep Learning: A Feature Learning Approach

by Kwangjo Kim

This book presents recent advances in intrusion detection systems (IDSs) using state-of-the-art deep learning methods. It also provides a systematic overview of classical machine learning and the latest developments in deep learning. In particular, it discusses deep learning applications in IDSs in different classes: generative, discriminative, and adversarial networks. Moreover, it compares various deep learning-based IDSs based on benchmarking...

• Format: Paperback
• Language: English
• ISBN: 9811314438
• ISBN13: 9789811314438
• Release Date: October 2018
• Publisher: Springer
• Length: 79 Pages
• Weight: 0.33 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"