Artificial intelligence and quantum cryptography
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 pot...
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| Format: | Article |
| Language: | English |
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SpringerOpen
2024-02-01
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| Series: | Journal of Analytical Science and Technology |
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| Online Access: | https://doi.org/10.1186/s40543-024-00416-6 |
| _version_ | 1797274299151679488 |
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| author | Petar Radanliev |
| author_facet | Petar Radanliev |
| author_sort | Petar Radanliev |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-03-07T14:57:25Z |
| format | Article |
| id | doaj.art-5bd2079b92ec45219e83923bdd64ceb4 |
| institution | Directory Open Access Journal |
| issn | 2093-3371 |
| language | English |
| last_indexed | 2024-03-07T14:57:25Z |
| publishDate | 2024-02-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Journal of Analytical Science and Technology |
| spelling | doaj.art-5bd2079b92ec45219e83923bdd64ceb42024-03-05T19:22:26ZengSpringerOpenJournal of Analytical Science and Technology2093-33712024-02-0115111710.1186/s40543-024-00416-6Artificial intelligence and quantum cryptographyPetar Radanliev0Department of Computer Sciences, University of OxfordAbstract 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.https://doi.org/10.1186/s40543-024-00416-6Artificial intelligenceQuantum algorithmsNeural networksQuantum-AI integrationQuantum threatsAI-enhanced security |
| spellingShingle | Petar Radanliev Artificial intelligence and quantum cryptography Journal of Analytical Science and Technology Artificial intelligence Quantum algorithms Neural networks Quantum-AI integration Quantum threats AI-enhanced security |
| title | Artificial intelligence and quantum cryptography |
| title_full | Artificial intelligence and quantum cryptography |
| title_fullStr | Artificial intelligence and quantum cryptography |
| title_full_unstemmed | Artificial intelligence and quantum cryptography |
| title_short | Artificial intelligence and quantum cryptography |
| title_sort | artificial intelligence and quantum cryptography |
| topic | Artificial intelligence Quantum algorithms Neural networks Quantum-AI integration Quantum threats AI-enhanced security |
| url | https://doi.org/10.1186/s40543-024-00416-6 |
| work_keys_str_mv | AT petarradanliev artificialintelligenceandquantumcryptography |