کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
461865 696640 2007 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An analysis of distributed sensor data aggregation for network intrusion detection
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر شبکه های کامپیوتری و ارتباطات
پیش نمایش صفحه اول مقاله
An analysis of distributed sensor data aggregation for network intrusion detection
چکیده انگلیسی

A current trend in computer network intrusion detection is to deploy a network of traffic sensors, or agents, throughout the network and forward sensed information back to a central processor. As these systems start to incorporate hundreds, even thousands, of sensors, managing and presenting the information from these sensors is becoming an increasingly difficult task. This paper explores the use of conversation exchange dynamics (CED) to integrate and display sensor information from multiple nodes. We present an experimental setup consisting of multiple sensors reporting individual findings to a central server for aggregated analysis. Different scenarios of network attacks and intrusions were planned to investigate the effectiveness of the distributed system. The network attacks were taken from the M.I.T. Lincoln Lab 1999 Data Sets. The distributed system was subjected to different combinations of network attacks in various parts of the network. The results were then analyzed to understand the behavior of the distributed system in response to the different attacks. In general, the distributed system detected all attacks under each scenario. Some surprising observations also indicated attack responses occurring in unanticipated scenarios.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Microprocessors and Microsystems - Volume 31, Issue 4, 1 June 2007, Pages 263–272
نویسندگان
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