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Method of resource-limited device and device class identification using system and function call tracing techniques, performance, and statistical analysis
Method of resource-limited device and device class identification using system and function call tracing techniques, performance, and statistical analysis
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机译:资源受限设备的方法和使用系统和功能调用跟踪技术的设备类别标识,性能和统计分析
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摘要
Methods for cyber physical systems device classification are provided. A method can include receiving system and function calls and parameters and a device performance index from an unknown CPS device and a device performance index of similar class of CPS devices, calculating an autocorrelation value between different realizations of the system and function calls and parameters of the known CPS device, determining whether the autocorrelation value is greater than a threshold amount, and storing the system and function calls and parameters and the device performance characteristics of the known CPS device in the database. A method can also include calculating a correlation between system and function calls and parameters of an unknown CPS device and known CPS devices classes included in the database, as well as determining whether the maximum correlation is also greater than a threshold amount.
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