arXiv:2610.24810v1 Announce Type: new Abstract: Trust management in vehicular ad hoc networks is highly active, yet the decision that a driver needs, whether a reported event is real, has received far less attention; the schemes that make it force every decision into two outcomes, even on thin or conflicting evidence. This paper presents CREST, a vehicle-side event-decision framework that can withhold a decision its evidence does not support.
From Trust Scores to Driver Decisions: An Abstaining Evidential Decision Layer for Event Validation in VANETs
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