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International journal of latest research in engineering and technology.

Importance of Quantum Security in AI Systems

Rasheena Imtiyaz, Sanam Preet Kour, Diya Choudhary

Published Aug 5, 2025• 0 citations
Publisher

Abstract

This chapter looks at how combining quantum cryptography and artificial intelligence (AI) can help solve new cyber security problems caused by powerful quantum computers.It first explains the basics of quantum cryptography, focusing on Quantum Key Distribution (QKD), which uses the rules of quantum physics to create secure communication channels.The chapter also shows how AI can make these systems even stronger by handling large amounts of data, finding patterns, and helping security systems adapt to new threats.The research is based on two methods: direct data from organizations like NIST and a detailed review of existing studies.It also explains how quantum computing, using ideas like superposition and entanglement, can lead to new ways to protect data and detect cyber threats quickly.In the end, the chapter shows that using AI and quantum technologies together is a smart and necessary step to keep our digital world safe.

DOI
10.56581/ijlret.11.07.117-122

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This chapter looks at how combining quantum cryptography and artificial intelligence (AI) can help solve new cyber security problems caused by powerful quantum computers.It first explains the basics of quantum cryptography, focusing on Quantum Key Distribution (QKD), which uses the rules of quantum physics to create secure communication channels.The chapter also shows how AI can make these systems even stronger by handling large amounts of data, finding patterns, and helping security systems adapt to new threats.The research is based on two methods: direct data from organizations like NIST and a detailed review of existing studies.It also explains how quantum computing, using ideas like superposition and entanglement, can lead to new ways to protect data and detect cyber threats quickly.In the end, the chapter shows that using AI and quantum technologies together is a smart and necessary step to keep our digital world safe.
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Utilizing the ideas of quantum physics, quantum cryptography is quickly becoming a vital defense against the growing cybersecurity risks of the contemporary day, especially in light of developing quantum computing. This essay investigates the complex field of quantum cryptography and looks at how it can transform network security and protect private data. We examine the fundamental ideas of quantum cryptography, such as Quantum Key Distribution (QKD) protocols like BB84 and E91, which use quantum features like superposition and entanglement to provide potentially indestructible secure communication channels. We also discuss the urgent need for quantum-resistant solutions in view of the developing "quantum threat" to well-known cryptographic algorithms like RSA and AES. The potential benefits and difficulties of using artificial intelligence (AI) techniques to boost quantum cryptography systems' resilience and efficiency are also examined. The creation of effective quantum repeater networks and enhanced security proofs are among the outstanding research topics, future difficulties, and present implementations in quantum cryptography that are covered in this study. We stress how crucial quantum cryptography is to protecting sensitive communications in the quantum era for a variety of industries, including the military, government, financial industry, and healthcare. We come to the conclusion that quantum cryptography has enormous potential for protecting vital information systems from future cyberattacks that are becoming more complex, even if we acknowledge the technology's early stages of development.
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Artificial Intelligence (AI) combined with Bio-Quantum Computing is a revolutionary method of improving data security and encryption in virtual environments. Through the use of quantum mechanics and AI-optimized optimization, this combination strengthens cryptographic methods against future cyber threats. Current encryption algorithms like RSA and AES are vulnerable due to the advancement of Bio-Quantum Computing, which can decrypt conventional cryptographic algorithms. Additionally, traditional security systems are not able to adapt in real-time to advanced cyber-attacks. To meet these demands, the suggested framework combines AI with Quantum Key Distribution (AI -QKD). The QKD provides unbreakable key exchange cryptography using quantum properties, whereas AI optimizes encryption protocols in real time through threat analysis, providing heightened security resilience. This technique is used in virtual world transaction security, identity authentication, and secret communications. The AI-based mechanism flexibly adjusts encryption parameters in real time, preventing quantum attacks and increasing the integrity of the overall data. Findings reveal that the new approach enhances the robustness of encryption immensely, lowers risks of key compromise, and makes virtual interactions secure. The fusion of AI and QKD reflects high adaptability, making the encryption systems quantum-resistant and future-proof. The new approach achieves the data integrity by 98.70%, key compromise risks by 45.31%, adaptability by 97.63%.