Ensuring robust security and reliability is crucial in the dynamic realm of digital transactions and decentralized systems. This project aims to reshape blockchain transaction security, fostering innovation and trust in decentralized networks. Integrating advanced technologies and sophisticated authentication methods introduces a framework to enhance blockchain transaction security effectively. This framework, which is both practical and efficient, promises unparalleled efficacy in bolstering blockchain networks’ integrity, privacy, and trustworthiness. Our research combines blockchain's transparency and immutability with DID systems’ cryptographic capabilities and ID.me's user-centric authentication features, setting a new standard for blockchain security. Our study demonstrates the practicality and efficiency of this framework through experimentation and analysis, with profound implications for a wide range of industries. Positioned to shape the future of secure blockchain transactions, our study heralds a new era of innovation and trust in decentralized networks, with far-reaching benefits for finance, healthcare, supply chain management, and beyond.