TY - BOOK AU - Bhattacharyya,Dhruba K. TI - Network anomaly detection: a machine learning perspective SN - 9781466582088 (hardback : acidfree paper) AV - TK5105.59 .B474 2014 U1 - 005.8 BHA 23 PY - 2014///] CY - Boca Raton PB - CRC Press, Taylor & Francis Group KW - Computer networks KW - Security measures KW - Intrusion detection systems (Computer security) KW - Machine learning KW - COMPUTERS / Machine Theory KW - bisacsh KW - COMPUTERS / Security / General KW - COMPUTERS / Security / Cryptography N1 - Includes bibliographical references (pages 295-336) and index N2 - "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"-- ER -