{"product_id":"network-intrusion-detection-using-deep-learning-9789811314445","title":"Network Intrusion Detection using Deep Learning","description":"\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":53590255501591,"sku":null,"price":6892.45,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9789811314445.jpg?v=1782726911","url":"https:\/\/payment.letskitaboo.com\/products\/network-intrusion-detection-using-deep-learning-9789811314445","provider":"Kitaboo One eStore","version":"1.0","type":"link"}