A Test-Driven Approach for Security Designs of Automated Vehicles
Name
Security-driven design_Final.pdf
Description
Accepted version
Size
2.22 MB
Format
Adobe PDF
Checksum (MD5)
a16adcb41ea6ad2d25841a977a10b1e5
Author(s)
Suo, Dajiang
Sarma, Sanjay E
Date Issued
August 2019
Journal
IEEE Intelligent Vehicles Symposium
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Citation
Suo, Dajiang and Sanjay E. Sarma. "A Test-Driven Approach for Security Designs of Automated Vehicles." IEEE Intelligent Vehicles Symposium, June 2019, Paris, France, Institute of Electrical and Electronics Engineers, August 2019. © 2019 IEEE
Version
Author's final manuscript
Abstract
The testing of cyber-physical systems such as automated vehicles (AV) is difficult as engineers face challenges from both cybersecurity and safety domains that start to converge. For cybersecurity, conducting vulnerability testing even before mitigation designs are fixed requires the predication and modeling of adversaries' malicious behaviors. For safety, complete testing at system-level is time-consuming and also infeasible due to the large combination of operational domains. To help engineers design cost-effective mitigation solutions, this paper presents a framework for constructing testing scenarios driven by cyber threats that can be evaluated early in the design process. The testing results can inform the design of mitigation strategies and help engineers in constructing security requirements such that the large solution space will converge more quickly on effective designs. We also illustrate how to build visualization tools to support this process.
MIT Department
Massachusetts Institute of Technology. Department of Mechanical Engineering
Terms of Use
Creative Commons Attribution-Noncommercial-Share Alike
Persistent DSpace Link
DOI of Published Version
https://doi.org/10.1109/ivs.2019.8814172
