For the last 15 years, significant amount of resources are invested to enhance the security at system and network level, such as firewalls, IDS, anti-virus, etc. IT infrastructure tends to be more and more secure than ever before. As an ever-increasing number of businesses move to take advantage of the Internet, web applications are becoming more prevalent and increasingly more sophisticated, and as such they are critical to almost all major online businesses. The very nature of web applications, their abilities to collect, process and disseminate information over the Internet, exposes thern to rnalicious hackers. However, the traditional security solutions such as firewall, network and host IDS, do not provide comprehensive protection against the attacks common in the web applications. The thesis concentrates on the research of an advanced intrusion detection framework. An intrusion detection framework was designed which works along with any custom web application to collect and analyze HTTP traffic with various advanced algorithms. Two intrusion detection algorithms are tested and adopted in the framework. Pattern Matching is the most popular intrusion detection technology adopted by most of the commercial intrusion detection system. Behavior Modeling is a new technology that can dynamically adapt the detection algorithms in accordance with the application behavior. The combination of the two intrusion technologies has dramatically reduced false positive and false negative alarms. Moreover, a Servlet filter-based Web Agent is used to capture HTTP request. An isolated Response Module is developed to execute pre-defined action according to the analysis result. A database is involved to provide persistence support for the framework. Also, several simulation experiments are developed for evaluating the efficiency of detecting capability.
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| Identifer | oai:union.ndltd.org:LACETR/oai:collectionscanada.gc.ca:QMUQ.4835 |
| Date | 08 1900 |
| Creators | Yuan, Wei |
| Source Sets | Library and Archives Canada ETDs Repository / Centre d'archives des thèses électroniques de Bibliothèque et Archives Canada |
| Detected Language | English |
| Type | Mémoire accepté, NonPeerReviewed |
| Format | application/pdf |
| Relation | http://www.archipel.uqam.ca/4835/ |
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