The increasing attacks on traffic signals worldwide indicate the importance of intrusion detection. The existing traffic signal Intrusion Detection Systems (IDSs) that rely on inputs from connected vehicles and image analysis techniques can only detect intrusions created by spoofed vehicles. However. these approaches fail to detect intrusion from attacks on in-road sensors. https://ashleyshomestores.shop/product-category/accent-mirror/