Network Intrusion Detection using Deep Learning : A Feature Learning Approach /: A Feature Learning Approach. (2018)

• Record Type: Book
• Further Information: Note: Kwangjo Kim, Muhamad Erza Aminanto, Harry Chandra Tanuwidjaja.
• Authors: Kim, Kwangjo; Aminanto, Muhamad Erza; Tanuwidjaja, Harry Chan
• Contents: Chapter 1 Introduction.- Chapter 2 Intrusion Detection Systems.- Chapter 3 Classical Machine Learning and Its Applications to IDS.- Chapter 4 Deep Learning.- Chapter 5 Deep Learning-based IDSs.- Chapter 6 Deep Feature Learning.- Chapter 7 Summary and Further Challenges.
• Publisher Details: Singapore : Springer
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 006.3/1; Computer science; Machine learning; Data mining; Computer security; COMPUTERS / General; Computers -- Intelligence (AI) & Semantics; Computers -- Security -- General; Technology & Engineering -- Mobile & Wireless Communications; Computers -- Database Management -- General; Computers -- Database Management -- Data Mining; Artificial intelligence; Computer security; WAP (wireless) technology; Databases; Data mining; Data protection; Artificial intelligence; Wireless communication systems; Mobile communication systems; Big data; Electronic books
• Languages: English
• ISBNs: 9789811314445; 9811314446
• Related ISBNs: 9789811314438
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF file page (EBSCO, viewed October 1, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.