As the popularity of ridesharing services like Lyft continues to soar, so does the need to tackle the disturbing issue of assault and violence faced by both drivers and passengers. While these platforms have transformed transportation and provided convenience, they have also inadvertently created opportunities for offenders. This article aims to br