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Prime factorization algorithm based on parameter optimization of Ising model.
Baonan Wang1,2, Feng Hu1,2, Haonan Yao1,2
1Key laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, 200444, China.
A new quantum computing method offers a faster way to break RSA encryption than Shor's algorithm. This D-Wave quantum computer approach successfully factored a 20-bit integer, showing potential for post-quantum cryptography.
Area of Science:
- Quantum Computing
- Cryptography
- Computational Mathematics
Background:
- RSA cryptosystem relies on the difficulty of integer factorization.
- Shor's algorithm is a known quantum algorithm for factorization but requires significant qubit resources.
- D-Wave quantum computers offer a different approach to quantum computation.
Purpose of the Study:
- To present a novel quantum computing method for RSA deciphering.
- To demonstrate the potential of D-Wave quantum computers for integer factorization.
- To compare the proposed method with Shor's algorithm in terms of efficiency and resource requirements.
Main Methods:
- Developed a new quantum algorithm distinct from Shor's algorithm.
- Utilized D-Wave's quantum computing software environment.
- Optimized Ising model parameters, reducing local field and coupling coefficients by over 33% and 26% respectively.
Main Results:
- Successfully factored a 20-bit integer (1028171), achieving a new benchmark in quantum computing for RSA deciphering.
- The method demonstrated improved stability of qubit chains.
- The factorization required fewer resources compared to Shor's algorithm for the same integer.
Conclusions:
- The D-Wave quantum computer shows significant potential for breaking RSA encryption.
- The novel method is more resource-efficient than Shor's algorithm for factoring certain integers.
- Post-quantum cryptography strategies should consider the capabilities of D-Wave quantum computers.
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