As the popularity of ridesharing services like Lyft continues to rise, so does the need to tackle the alarming 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 criminals. This article seeks to