Security surveillance is important in smart cities. Deploying numerous cameras is a common approach. Given the importance of vehicles in a metropolis, using vehicle traffic patterns to strategically place cameras could potentially facilitate security surveillance. This article constitutes the first effort toward building the link between vehicle traffic and camera placement for better security surveillance.