
Core Insights - MicroCloud Hologram Inc. has introduced a novel quantum bit rotation-based single-ternary quantum homomorphic encryption (QHE) protocol, enhancing data security and flexibility in encryption processes [1][2] Group 1: QHE Protocol - The QHE protocol addresses vulnerabilities in traditional encryption methods by utilizing quantum bits, which enhance encryption through superposition and entanglement [2] - This protocol simplifies key management by using classical angles as keys, allowing for more flexible encryption and decryption processes that are not bound by traditional sequential constraints [2] - The QHE protocol is capable of handling real-time encrypted transmission of large data volumes and asynchronous encryption in complex distributed systems, ensuring robust security throughout data flow [2][3] Group 2: Applications in E-commerce and Business - In the e-commerce sector, the QHE protocol can encrypt massive user-generated data, ensuring the privacy and security of user behavior and personal information during complex network transmissions [3] - Businesses can leverage the QHE protocol to protect sensitive commercial data, such as product development materials and customer relationship data, against external and internal threats [3] Group 3: Quantum Privacy Query (QPQ) Protocol - MicroCloud has also developed the Quantum Privacy Query (QPQ) protocol, which addresses the trade-off between privacy and query efficiency in data queries [4] - The QPQ protocol uses homomorphic encryption to cloak query information, making it difficult to intercept, and allows for accurate results after a single communication round with an oracle machine [5] - This protocol enhances efficiency in contexts like healthcare and finance, ensuring data privacy while accelerating research and decision-making processes [5] Group 4: Future Directions - MicroCloud's innovations in QHE and QPQ protocols signify a breakthrough in quantum privacy protection, with plans to optimize existing protocols and expand applications [6] - The company aims to collaborate with various sectors to tackle new privacy protection challenges in the big data era, unlocking potential for data-driven innovation [6]