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