Machine Learning and Data Mining for Computer Security : Methods and Applications

Machine Learning and Data Mining for Computer Security : Methods and Applications

Author
Marcus A. Maloof
Publication Year
2006
Publisher
Springer
Language
English
Document Type
Book
Faculty / Subject Heading
Computer Science

Presents research conducted in academia and industry on methods and applications of machine learning and data mining for problems in computer security and will be of interest to researchers and practitioners, as well students.


Keywords: Computer science / Anomaly detection / Audit trail analysis / Computer forensics / Frames / Behavior / Clustering / Computer / Computer security / Data cleansing / Data mining / Intrusion detection / Learning / Machine learning / Modeling / Security