Data mining and machine learning in cybersecurity. (2011)

• Record Type: Book
• Further Information: Note: Sumeet Dua, Xian Du.
• Other Names: Dua, Sumeet; Ph.D, Du, Xian
• Contents: 1. Introduction -- 2. Classical machine-learning paradigms for data mining -- 3. Supervised learning for misuse/signature detection -- 4. Machine learning for anomaly detection -- 5. Machine learning for hybrid detection -- 6. Machine learning for scan detection -- 7. Machine learning for profiling network traffic -- 8. Privacy-preserving data mining -- 9. Emerging challenges in cybersecurity.
• Publisher Details: Boca Raton : Taylor & Francis
• Publication Date: 2011
• Extent: 1 online resource (xxii, 223 pages)
• Subjects: 005.8; Data mining; Machine learning; Computer security; COMPUTERS -- Database Management -- Data Mining; COMPUTERS -- Software Development & Engineering -- Systems Analysis & Design; COMPUTERS -- Security -- General; COMPUTERS -- Internet -- Security; COMPUTERS -- Networking -- Security; Computer security; Data mining; Machine learning; Electronic books
• Languages: English
• ISBNs: 9781439839430; 1439839433
• Related ISBNs: 9781439839423; 1439839425
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• 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.