面向智能生态系统恶意行为检测的运行时监控

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) Pub Date : 2019-10-01 DOI:10.1109/ISSREW.2019.00072

Emilia Cioroaica, F. Giandomenico, T. Kuhn, F. Lonetti, E. Marchetti, J. Jahic, Frank Schnicke

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引用次数: 2

摘要

智能生态系统体现在对不同性质实体的控制决策，尤其是对其软件组件的控制决策。特别是对恶意行为需要更加准确的关注。本文讨论了与软件智能代理评估相关的挑战，并提出了利用监控设施的第一种解决方案:a)在实时评估中确保软件代理与其数字孪生之间的一致性;b)在预测模拟的运行期间验证数字孪生的决策。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Towards Runtime Monitoring for Malicious Behaviors Detection in Smart Ecosystems

Smart Ecosystem reflects in the control decisions of entities of different nature, especially of its software components. Particularly, the malicious behavior requires a more accurate attention. This paper discusses the challenges related to the evaluation of software smart agents and proposes a first solution leveraging the monitoring facilities for a) assuring conformity between the software agent and its digital twin in a real-time evaluation and b) validating decisions of the digital twins during runtime in a predictive simulation.

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来源期刊

2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)

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