As the popularity of ridesharing services like Lyft continues to rise, so does the need to confront the disturbing issue of assault and violence faced by both drivers and passengers. While these platforms have transformed transportation and provided ease, they have also inadvertently created opportunities for criminals. This article aims to shed li