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 the way we travel and provided ease, they have also unintentionally created opportunities for potential perpetrators. This article