The rapid technological acceleration within quantum computing sciences introduces a significant long-term security challenge to the global digital ledger ecosystem. Traditional public-key cryptographic frameworks—including Elliptic Curve Cryptography (ECC) and RSA algorithms, which currently secure nearly…