Network anomaly detection : a machine learning perspective

• Tác giả: Dhruba K Bhattacharyya
• Ngôn ngữ: eng
• ISBN: 9781466582088 (hardback : acid-free paper)
• Ký hiệu phân loại: 005.8 Data security
• Mô tả vật lý: xxv, 340 pages ; , 24 cm
• Bộ sưu tập: Công nghệ thông tin
• ID: 271902
• Chủ đề: 1. Anomaly detection (Computer security); 2. Computer networks--Security measures; 3. Intrusion detection systems (Computer security); 4. Machine learning; 5. COMPUTERS / Machine Theory; 6. COMPUTERS / Security / Cryptography; 7. COMPUTERS / Security / General

Includes bibliographical references (pages 295-336) and index.

Tóm tắt

"This book discusses detection of anomalies in computer networks from a machine learning perspective. It introduces readers to how computer networks work and how they can be attacked by intruders in search of fame, fortune, or challenge. The reader will learn how one can look for patterns in captured network traffic data to look for anomalous patterns that may correspond to attempts at unauthorized intrusion. The reader will be given a technical and sophisticated description of such algorithms and their applications in the context of intrusion detection in networks"-- Provided by publisher.