Detection of Unknown Anomaly on Network - The Emerging Way

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Provided by: IJAIR
Topic: Security
Format: PDF
The existing knowledge-based approaches are not sufficient to solve the anomaly detection problem, and to that a good solution should also include knowledge-independent analysis techniques. There are some algorithms, and it becomes critical in the case of unsupervised detection, because there is no additional information to select the most relevant set some approaches can be easily extended to detect other types of attacks which is unknown to the system, considering different sets of traffic features which depend on the how the authors create log file. In fact, more features can be added to any standard list to improve detection and characterization results, which means more the feature more will be the correctness.
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