The present subject matter relates to a method for rogue vehicle detection. The method includes receiving at least one violation report for a vehicle from at least one mobile communication device. The at least one violation report is indicative of a traffic violation made by the one or more vehicles. The method further includes categorizing the vehicle as a rogue vehicle, based on at least one rogue vehicle detection metric, the at least one rogue vehicle detection metric being determined from the violation report. The method also includes compiling a traffic observation record based on at least one of the violation report and the rogue vehicle detection metric.