IIC Journal of Innovation 10th Edition | Page 71

Automotive Security through New Communication Lockdown System Features Scalability of the processing system and soft processor instantiations or programmable accelerators implemented in the programmable logic can be applied where required. The Zynq MP SoC architecture (Figure 5) includes a high bandwidth interconnect between the Processing System, Programmable Logic allows for tight integration and flexible partitioning between both hardware and software. Extending this compute capability, is the focus on Machine Learning and AI Engines 11 . Optimized resource and power efficient neural networks can be implemented in the Programmable Logic to augment compute in Automotive solutions 12 and other applications and markets. Optimization of algorithms running on the processing system can be achieved by offloading and accelerating the algorithms using the inherent parallelism of the programmable logic fabric while providing the processing power scalability and flexibility essential for these programmable platforms across the Zynq SOC device family. Future Direction The Communication Lockdown methodology as described in this article extends beyond the automotive industry and is applicable to any kind of closed system. This includes but is not limited to  Industry 4.0  Smart-grid applications  Critical infrastructure  Medical devices. In addition, GuardKnox is an active member of the ISO/SAE joint working group, ISO- TC22-SC32-WG11. This working group’s mission is to create a new standard, ISO-SAE 21434: Road vehicles – Cybersecurity Engineering 13 . Figure 5: Zynq US+ MPSoC Partitioning: Processing System and Programable Logic 11 Xilinx AI Engines and Their Applications https://www.xilinx.com/support/documentation/white_papers/wp506-ai-engine.pdf 12 Power efficient neural networks Augmenting compute in Automotive solutions: https://www.itu.int/en/journal/001/Documents/itu2017-2.pdf 13 Goldberg, Jillian (2018, 04) Setting the Standard for Automotive Cybersecurity https://blog.guardknox.com/setting-standard- automotive-cyber-security - 67 - March 2019