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 revolutionized the way we travel and provided ease, they have also unintentionally created opportunities for criminals. This article aims to b