信任:智慧城市基于概率的信任管理系统

Bogdan-Costel Mocanu, Gabriel-Cosmin Apostol, Dragos-Mihai Radulescu, Cristina Serbanescu
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引用次数: 0

摘要

我们生活在智慧城市的时代,但今天的城市是否像他们声称的那样智能?到目前为止,这一愿望已经被提上了全球几乎所有决策因素的议程,从那时起,智慧城市并没有充分发挥其潜力。尽管在这一过程中已经取得了重要的里程碑,但我们认为下一代智慧城市将通过互联和无处不在的道路、车辆和城市环境来改善市民的生活质量。当我们考虑到如此大量的设备和数据时,确保互联系统的可信和可靠至关重要。由于互联节点的异构性,传统的安全方法不适合这些场景。因此,在本文中,我们提出了一种基于新颖的不依赖于覆盖网络类型的马尔可夫信任计算方法的智慧城市信任管理系统。我们定义了一个具有四个状态的马尔可夫系统,并计算了其平稳概率。考虑到所提出系统的不同特性,我们通过仿真验证或建模。结果表明,该信任模型具有确定性行为,适用于智慧城市场景。
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TrustS: Probability-based trust management system in smart cities
We live in the era of smart cities, but are the cities of today as smart as they claimƒ So far, this desideratum has been on the agenda of almost all decision-making factors worldwide and since then, smart cities have not hit their full potential. Even though there have been achieved important milestones in this process, we assume that the next generation of smart cities will improve the quality of life for citizens through connected and ubiquitous roads, vehicles, and urban environments. When we take into consideration such a massive amount of devices and data, it is crucial to ensure that the interconnected systems and trusted and reliable. Classical approaches for security are not suitable in these scenarios because of the heterogeneity of the interconnected nodes. Thus, in this paper, we present a trust management system for smart cities based on a novel Markov trust computation approach that is not dependent on the type of overlay network. We define a markovian system with four states for which we compute the stationary probabilities. We validate or model through simulation considering different characteristics of proposed systems. The results show that our trust model has a deterministic behavior and is suitable for smart city scenarios.
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