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Network intrusion detection system embedded on a smart sensor

机译:嵌入在智能传感器中的网络入侵检测系统

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摘要

This paper proposes a Network Intrusion Detection System (NIDS) embedded in an Smart Sensor inspired device, under a Service Oriented Architecture (SOA) approach, able to operate independently as an anomaly-based NIDS or integrated, transparently, in a Distributed Intrusion Detection System (DIDS). The proposal is innovative, because it combines the advantages of Smart Sensor approach and the subsequent offering of the NIDS functionality as a service with the SOA use in order to achieve their integration with other DIDS components. The main goal of the work is to reduce the huge volume of management tasks inherent to this type of network services, as well as facilitating the design of DIDS whose managing complexity could be restricted within well defined margins. The work also addresses the construction of a physical sensor prototype. This prototype was used to carry out the tests that has demonstrated the proposals validity, providing detection and performance ratios similar to those of existing IDS, but with the advantage of a zero-maintenance approach.
机译:本文提出了一种基于面向服务的体系结构(SOA)的方法,将网络入侵检测系统(NIDS)嵌入到受智能传感器启发的设备中,该系统可以作为基于异常的NIDS独立运行,也可以透明地集成在分布式入侵检测系统中(DIDS)。该提案具有创新性,因为它结合了智能传感器方法的优势以及随后提供的NIDS功能即服务与SOA的使用,从而实现了与其他DIDS组件的集成。这项工作的主要目的是减少这类网络服务固有的大量管理任务,并促进DIDS的设计,因为DIDS的管理复杂性可能会限制在明确定义的范围内。这项工作还解决了物理传感器原型的构造。使用该原型进行的测试证明了提议的有效性,提供了与现有IDS相似的检测和性能比,但具有零维护方法的优势。

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