As the popularity of ride-hailing 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 transformed transportation and provided convenience, they have also inadvertently created potential for criminals. This article seeks to shed l