{"product_id":"network-intrusion-detection-using-deep-learning-a-feature-learning-approach-von-muhamad-erza-aminanto-kwangjo-kim-harry-chandra-tanuwidjaja","title":"Network Intrusion Detection using Deep Learning","description":"\n                                \n                \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                \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\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9789811314438\"\u003e\u003ch3\u003eA Feature Learning Approach\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9789811314438","offer_id":39466695688285,"sku":"9789811314438","price":64.19,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/f4aa3792-01db-46fe-a9f1-618ed640800a.jpg?v=1775628931","url":"https:\/\/shop.autorenwelt.de\/en\/products\/network-intrusion-detection-using-deep-learning-a-feature-learning-approach-von-muhamad-erza-aminanto-kwangjo-kim-harry-chandra-tanuwidjaja","provider":"Autorenwelt Shop","version":"1.0","type":"link"}