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

Author:   Larissa A O'Brien
Publisher:   Hutson Street Press
ISBN:  

9781025097633


Pages:   98
Publication Date:   22 May 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Using Sequence Analysis to Perform Application-Based Anomaly Detection Within an Artificial Immune System Framework


Overview

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 attacks that are not detected by signature-based network IDSs, thus strengthening the layered defenses necessary to acquire and maintain safe, secure communication capability. This system follows the Artificial Immune System (AIS) framework, which relies on a sense of ""self,"" or normal system states to determine potentially dangerous abnormalities (""non-self""). This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Full Product Details

Author:   Larissa A O'Brien
Publisher:   Hutson Street Press
Imprint:   Hutson Street Press
Dimensions:   Width: 15.60cm , Height: 0.50cm , Length: 23.40cm
Weight:   0.150kg
ISBN:  

9781025097633


ISBN 10:   1025097637
Pages:   98
Publication Date:   22 May 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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