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Using Sequence Analysis to Perform Application-Based Anomaly Detection within an Artificial Immune System Framework

Larissa A. O'Brien




[PDF.bb46] Using Sequence Analysis to Perform Application-Based Anomaly Detection within an Artificial Immune System Framework

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 |  Larissa A O Brien |  2012-10-17 | Original language:English | PDF # 1 |  9.69 x.21 x7.44l,.43 | File type: PDF | 100 pages

 | Using Sequence Analysis to Perform Application Based Anomaly Detection Within an Artificial Immune System Framework

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The Air Force and other Department of Defense (DoD) computer systems typically rely on traditional signature-based network IDSs to detect various types of attempted or successful attacks. Signature-based methods are limited to detecting known attacks or similar variants; anomaly-based systems, by contrast, alert on behaviors previously unseen. The development of an effective anomaly-detecting, application-based IDS would increase the Air Force's ability to ward off attac...

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