As the popularity of ride-hailing services like Uber continues to soar, so does the need to confront the disturbing issue of assault and violence faced by drivers and passengers alike. While these platforms have revolutionized transportation and provided convenience, they have also inadvertently created opportunities for criminals. This article aim