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ICmetrics for Low Resource Embedded Systems

机译:低资源嵌入式系统的ICmetrics

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摘要

The ICmetrics technology is based on extracting features from digital devices' operation that may be integrated together to generate unique identifiers for each of the devices or create unique profiles that describe the devices' actual behaviour. Any changes in these identifiers (profiles) during consequent devices' operation would signal about a possible safety or security breach within the electronic system. This paper explores the program counter (PC) of a processor core as a potential source for ICmetrics features and discusses several methods of feature values acquisition with the aim to achieve a maximum level of information gain with a minimal impact on a system's performance. The main finding of this study is that while isolated PC values may not always allow to generate a stable identifier (profile) for a device that would distinguish the device from the rest in the considered set, the PC sequences and frequencies in the execution flow may serve as suitable ICmetrics features, which has yet to be tested in complex scenarios.
机译:ICmetrics技术基于从数字设备的操作中提取的功能,这些功能可以集成在一起以生成每个设备的唯一标识符或创建描述设备实际行为的唯一配置文件。在随后的设备操作期间,这些标识符(配置文件)的任何更改都将表明电子系统可能存在安全隐患。本文探讨了处理器核心的程序计数器(PC)作为ICmetrics功能的潜在来源,并讨论了多种特征值获取方法,旨在实现最大程度的信息获取,并且对系统性能的影响最小。这项研究的主要发现是,尽管孤立的PC值可能无法始终为设备生成稳定的标识符(配置文件),以将设备与所考虑的设备中的其余设备区分开,但执行流程中的PC序列和频率可能用作合适的ICmetrics功能,尚未在复杂场景中进行测试。

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