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The Ethereal
Shield Synthesis for Real: Enforcing Safety in Cyber-Physical Systems
August 15, 2019 ยท The Ethereal ยท ๐ Formal Methods in Computer-Aided Design
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Authors
Meng Wu, Jingbo Wang, Jyotirmoy Deshmukh, Chao Wang
arXiv ID
1908.05402
Category
cs.LO: Logic in CS
Cross-listed
cs.RO,
eess.SY
Citations
27
Venue
Formal Methods in Computer-Aided Design
Last Checked
2 months ago
Abstract
Cyber-physical systems are often safety-critical in that violations of safety properties may lead to catastrophes. We propose a method to enforce the safety of systems with real-valued signals by synthesizing a runtime enforcer called the shield. Whenever the system violates a property, the shield, composed with the system, makes correction instantaneously to ensure that no erroneous output is generated by the combined system. While techniques for synthesizing Boolean shields are well understood, they do not handle real-valued signals ubiquitous in cyber-physical systems, meaning corrections may be either unrealizable or inefficient to compute in the real domain. We solve the realizability and efficiency problems by statically analyzing the compatibility of predicates defined over real-valued signals, and using the analysis result to constrain a two-player safety game used to synthesize the shield. We have implemented the method and demonstrated its effectiveness and efficiency on a variety of applications, including an automotive powertrain control system.
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