Introduction 1. Theoretical anomaly detection methods. Set of algorithms proposed for this analysis: the most used SCC (CUSUM), the two main tests of goodness-of-fit and Mutual Information. 2. Finding the optimal aggregation period for a time series of Internet traffic 3. Comparative analysis of traffic anomaly detection methods 4. Proposal of a new information-theory based technique (typical day analysis) 5. Conclusions
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Traffic anomaly detection by Antonio Cuadra-Sanchez. ISBN 9780081008072. Published by Elsevier in 2015. Publication and catalogue information, links to buy online and reader comments.
