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Design and Evaluation of a Reconfigurable ECU Architecture for Secure and Dependable Automotive CPS

机译:用于安全可靠的汽车CPS可重构ECU架构的设计与评估

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The next generation of automobiles integrate a multitude of electronic control units (ECUs) to implement various automotive control and infotainment applications. However, recent works have demonstrated that these pervasively computerized modern automobiles are susceptible to security attacks that could compromise the physical safety of the driver and/or passengers. In this paper, we propose a novel ECU architecture for automotive cyber-physical systems (CPS) that simultaneously integrates both security and dependability primitives in the design with negligible performance, energy, and resources overhead. We implement our proposed ECU architecture on Xilinx Automotive (XA) Spartan-6 FPGA. We demonstrate the effectiveness of our proposed architecture using a steer-by-wire (SBW) application over controller area network (CAN) with flexible data rate (CAN FD) as a case study. We also optimize and implement a prior secure and dependable automotive work on NXP quad-core iMX6Q SABRE automotive board. We quantify the performance, energy, and error resilience of our proposed architecture for the SBW case study. Results reveal that our proposed architecture can attain a speedup of 47.9x while consuming 2.4x lesser energy than the optimized SABRE board implementation of security and dependability primitives. We further perform a comparative analysis of prior designs and the proposed ECU architecture for different in-vehicle networks, viz., CAN, CAN FD, and FlexRay. Results verify the feasibility as well as the superiority of the proposed ECU over other prior designs in terms of response time, energy efficiency, and error resilience.
机译:下一代汽车集成了多种电子控制单元(ECU)以实现各种汽车控制和信息娱乐应用。然而,最近的作品已经证明,这些普遍的计算机化现代汽车易受安全攻击的影响,这可能会损害驾驶员和/或乘客的身体安全。在本文中,我们提出了一种用于汽车网络物理系统(CPS)的新型ECU架构,其同时将安全性和可靠性原语集成在设计中,具有可忽略不计的性能,能量和资源开销。我们在Xilinx Automotive(XA)Spartan-6 FPGA上实现了我们提出的ECU架构。我们展示了我们所提出的架构的有效性,使用逐线(SBW)应用于控制器区域网络(CAN),以灵活的数据速率(CAN FD)作为案例研究。我们还优化并实施了在NXP四核IMX6Q Saber汽车板上的先前安全可靠的汽车工作。我们量化了我们拟议的架构架构的性能,能源和错误恢复性。结果表明,我们所提出的架构可以获得47.9倍的加速,同时消耗2.4倍的能量,而不是优化的Sabre板实施安全性和可靠性原语。我们进一步对不同车载网络的先前设计和建议的ECU架构进行了比较分析,可以,可以,可以FD和FlexRay。结果验证了在响应时间,能源效率和误差弹性方面的其他先前设计中提出的ECU的可行性以及所提出的ECU的优越性。

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