Network Intrusion Detection using Deep Learning

Network Intrusion Detection using Deep Learning
Author :
Publisher : Springer
Total Pages : 79
Release :
ISBN-10 : 9811314438
ISBN-13 : 9789811314438
Rating : 4/5 (438 Downloads)

Book Synopsis Network Intrusion Detection using Deep Learning by : Kwangjo Kim

Download or read book Network Intrusion Detection using Deep Learning written by Kwangjo Kim and published by Springer. This book was released on 2018-10-02 with total page 79 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 datasets. The book also proposes two novel feature learning models: deep feature extraction and selection (D-FES) and fully unsupervised IDS. Further challenges and research directions are presented at the end of the book. Offering a comprehensive overview of deep learning-based IDS, the book is a valuable reerence resource for undergraduate and graduate students, as well as researchers and practitioners interested in deep learning and intrusion detection. Further, the comparison of various deep-learning applications helps readers gain a basic understanding of machine learning, and inspires applications in IDS and other related areas in cybersecurity.


Network Intrusion Detection using Deep Learning Related Books

Network Intrusion Detection using Deep Learning
Language: en
Pages: 79
Authors: Kwangjo Kim
Categories: Computers
Type: BOOK - Published: 2018-10-02 - Publisher: Springer

GET EBOOK

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
2016 8th IEEE International Conference on Communication Software and Networks (ICCSN)
Language: en
Pages:
Authors: IEEE Staff
Categories:
Type: BOOK - Published: 2016-06-04 - Publisher:

GET EBOOK

I COMMUNICATIONS NETWORKS AND SYSTEMS Networking Future Internet Future Networks QoS QoE and Resource Management Optical Networks Wireless, Mobile, Adhoc and Se
Network Anomaly Detection
Language: en
Pages: 364
Authors: Dhruba Kumar Bhattacharyya
Categories: Computers
Type: BOOK - Published: 2013-06-18 - Publisher: CRC Press

GET EBOOK

With the rapid rise in the ubiquity and sophistication of Internet technology and the accompanying growth in the number of network attacks, network intrusion de
Automatic Speech Recognition
Language: en
Pages: 329
Authors: Dong Yu
Categories: Technology & Engineering
Type: BOOK - Published: 2014-11-11 - Publisher: Springer

GET EBOOK

This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models includin
2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT)
Language: en
Pages:
Authors: IEEE Staff
Categories:
Type: BOOK - Published: 2022-01-20 - Publisher:

GET EBOOK

The 4th International Conference on Smart Systems and Inventive Technology (ICSSIT 2022) is being organized by Francis Xavier Engineering College, Tirunelveli,