As the popularity of ride-hailing services like Lyft continues to soar, so does the need to address the disturbing issue of assault and violence faced by both drivers and passengers. While these platforms have revolutionized transportation and provided convenience, they have also inadvertently created opportunities for offenders. This article seeks