As the popularity of ridesharing services like Lyft continues to soar, so does the need to confront the disturbing issue of assault and violence faced by drivers and passengers alike. While these platforms have revolutionized the way we travel and provided convenience, they have also inadvertently created potential for criminals. This article aims