Property-Guided Cyber-Physical Reduction and Surrogation for Safety Analysis in Robotic Vehicles
Nazmus Shakib Sayom, Luis A Garcia
Security and Privacy in Cyber-Physical Systems and Smart Vehicles: Third EAI International Conference, SmartSP 2025, Salt Lake City, Utah, USA, December 1--2, 2025, Proceedings
This paper proposes property-guided reduction and surrogate execution for falsifying safety properties in robotic vehicle systems. The method isolates controller logic and physical dynamics relevant to a target specification, then uses lightweight surrogate models with trace analysis and temporal-logic oracles to search for safety violations.
