Towards Runtime Monitoring for Malicious Behaviors Detection in Smart Ecosystems

Emilia Cioroaica, F. Giandomenico, T. Kuhn, F. Lonetti, E. Marchetti, J. Jahic, Frank Schnicke
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引用次数: 2

Abstract

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.
面向智能生态系统恶意行为检测的运行时监控
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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