{"product_id":"9789811314438","title":"SpringerBriefs on Cyber Security Systems and Networks: A Feature Learning Approach","description":"\u003ch1\u003eSpringerBriefs on Cyber Security Systems and Networks: A Feature Learning Approach\u003c\/h1\u003e \u003ch2\u003eKim, Kwangjo; Aminanto, Muhamad Erza; Tanuwidjaja, Harry Chandra\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\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. \u003c\/p\u003e\n\n\u003cp\u003eOffering 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\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-10-02\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9789811314438\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-13-1444-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 79\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":44477556064396,"sku":"9789811314438","price":58.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789811314438.jpg?v=1776012642","url":"https:\/\/lateknightbooks.com\/products\/9789811314438","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}