Artificial intelligence and quantum cryptography

IF 2.5 4区 化学 Q3 CHEMISTRY, ANALYTICAL Journal of Analytical Science and Technology Pub Date : 2024-02-09 DOI:10.1186/s40543-024-00416-6
Petar Radanliev
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Abstract

The technological advancements made in recent times, particularly in artificial intelligence (AI) and quantum computing, have brought about significant changes in technology. These advancements have profoundly impacted quantum cryptography, a field where AI methodologies hold tremendous potential to enhance the efficiency and robustness of cryptographic systems. However, the emergence of quantum computers has created a new challenge for existing security algorithms, commonly called the ‘quantum threat’. Despite these challenges, there are promising avenues for integrating neural network-based AI in cryptography, which has significant implications for future digital security paradigms. This summary highlights the key themes in the intersection of AI and quantum cryptography, including the potential benefits of AI-driven cryptography, the challenges that need to be addressed, and the prospects of this interdisciplinary research area.
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人工智能和量子密码学
近代以来的技术进步,尤其是人工智能(AI)和量子计算的进步,给技术带来了重大变革。这些进步对量子密码学产生了深远的影响,在这一领域,人工智能方法在提高密码系统的效率和稳健性方面具有巨大的潜力。然而,量子计算机的出现也给现有的安全算法带来了新的挑战,即通常所说的 "量子威胁"。尽管存在这些挑战,但在密码学中整合基于神经网络的人工智能仍是大有可为的途径,这对未来的数字安全范式具有重要影响。本摘要强调了人工智能与量子密码学交叉领域的关键主题,包括人工智能驱动的密码学的潜在益处、需要应对的挑战以及这一跨学科研究领域的前景。
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来源期刊
Journal of Analytical Science and Technology
Journal of Analytical Science and Technology Environmental Science-General Environmental Science
CiteScore
4.00
自引率
4.20%
发文量
39
审稿时长
13 weeks
期刊介绍: The Journal of Analytical Science and Technology (JAST) is a fully open access peer-reviewed scientific journal published under the brand SpringerOpen. JAST was launched by Korea Basic Science Institute in 2010. JAST publishes original research and review articles on all aspects of analytical principles, techniques, methods, procedures, and equipment. JAST’s vision is to be an internationally influential and widely read analytical science journal. Our mission is to inform and stimulate researchers to make significant professional achievements in science. We aim to provide scientists, researchers, and students worldwide with unlimited access to the latest advances of the analytical sciences.
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