In today's digital landscape, data integrity has become a critical concern across industries. According to recent studies, over 72% of enterprises have made strategic errors due to inaccurate data, while 40% of financial institutions have experienced data tampering incidents. Even in scientific publishing, approximately 3% of papers contain manipulated findings. These statistics highlight a fundamental problem: despite our increasing reliance on data, our ability to trust it remains frag...