In the realm of digital security, unmasking SIM owners has become a hot-button issue. As we delve into 2024, This specific database landscape holds crucial insights for security researchers. With the constant threat of cybercrime and online fraud, the ability to trace SIM cards to users is paramount. Analysts predict that the trend towards a signi