The digital landscape in India is increasingly becoming into a arena where innovations constantly clash with evolving challenges. Among these dangerous threats, Ghost SIM fraud stands out as a highly deceptive menace that impacts millions of innocent mobile users. This fraudulent scheme involves the creation and use of bogus SIM cards, often withou