Home
Network Intrusion Detection Using Deep Learning by Kwangjo Kim, Paperback | Indigo Chapters
Loading Inventory...
Coles
Network Intrusion Detection Using Deep Learning by Kwangjo Kim, Paperback | Indigo Chapters
From Kwangjo Kim
Current price: $94.95
Coles
Network Intrusion Detection Using Deep Learning by Kwangjo Kim, Paperback | Indigo Chapters
From Kwangjo Kim
Current price: $94.95
Loading Inventory...
Size: 1 x 9.25 x 1
*Product information may vary - to confirm product availability, pricing, shipping and return information please contact Coles
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 by Kwangjo Kim, Paperback | Indigo Chapters