网络物理系统中的异常检测技术

IF 0.3 Q4 COMPUTER SCIENCE, THEORY & METHODS Acta Universitatis Sapientiae Informatica Pub Date : 2017-12-20 DOI:10.1515/ausi-2017-0007
G. Sebestyen, A. Hangan
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引用次数: 10

摘要

摘要在复杂的网络物理系统依赖于我们生活的方方面面的今天,异常的自动检测、预防和处理是影响我们安全和生活质量的关键问题。最近的灾难性事件表明,不建议在复杂系统中手动(基于人的)处理异常,自动和智能处理是正确的方法。本文通过一些案例研究,介绍了实现基于计算机的异常检测系统所面临的挑战和可能的解决方案。
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Anomaly detection techniques in cyber-physical systems
Abstract Nowadays, when multiple aspects of our life depend on complex cyber-physical systems, automated anomaly detection, prevention and handling is a critical issue that inuence our security and quality of life. Recent catastrophic events showed that manual (human-based) handling of anomalies in complex systems is not recommended, automatic and intelligent handling being the proper approach. This paper presents, through a number of case studies, the challenges and possible solutions for implementing computer-based anomaly detection systems.
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来源期刊
Acta Universitatis Sapientiae Informatica
Acta Universitatis Sapientiae Informatica COMPUTER SCIENCE, THEORY & METHODS-
自引率
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发文量
9
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