一个电路级解决方案,用于安全的温度传感器
Mashrafi Alam Kajol1, Mohammad Mezanur Rahman Monjur1, Qiaoyan Yu1
1Department of Electrical and Computer Engineering, University of New Hampshire, Durham, NH 03824, USA.
Sensors (Basel, Switzerland)
|July 8, 2023
概括
这项研究介绍了一种安全的温度传感器架构,可以检测传感器和信号调节水平的攻击. 新型设计实现了97.73%的各种威胁检测率,提高了传感器的完整性.
科学领域:
- 电气工程 电气工程
- 计算机科学 计算机科学
- 网络安全 网络安全
背景情况:
- 连接互联网的传感器,包括温度传感器,面临着越来越多的安全性和完整性问题.
- 现有的系统级传感器安全措施效率低下,导致延迟和功耗高的开销.
- 低端传感器缺乏内置的防御机制,需要新的安全架构.
研究的目的:
- 为温度传感器提出安全架构,以提高对故意和非故意攻击的弹性.
- 开发一个在传感器和信号调节水平上运行的检测系统.
- 与传统的系统级对策相比,提高异常检测的效率.
主要方法:
- 开发了一种安全的温度传感器架构,包括传感器和信号调节单元.
- 实施统计分析用于传感器数据估计和残余信号生成用于异常检测.
- 利用互补的电流-温度特征来创建用于传感器级攻击检测的恒定电流参考.
主要成果:
- 拟议的架构成功地通过在恒定电流参考中通过信号振动分析检测到低功率攻击和模拟木马.
- 信号调节单元的异常检测使用生成的残余信号识别出异常.
- 综合检测系统的攻击检测率高达97.73%.
结论:
- 拟议的安全温度传感器架构通过多层次检测机制有效提高了攻击弹性.
- 与通用的系统级防御相比,这种方法为传感器安全提供了更有效和更有针对性的解决方案.
- 该系统提供强大的保护,防止广泛的故意和非故意的安全威胁.
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