Ensuring information security in the quantum era is a growing challenge due to advancements in cryptographic attacks and the emergence of quantum computing. To address these concerns, this paper presents the mathematical and ... | Find, read and cite all the research you need on Tech Science Press
Quantum image encryption has become a promising direction to protect visual information stored or transmitted through cyberspace due to its cryptographic power and resilience that are under-researched. This survey makes a systematic study of the current advancement in the field of quan-tum image encryption concerning cryptographic security and AI-based approaches. We survey the state of quantum-based encryption, such as quantum key distribution, chaotic quantum systems, and AI methods, such as deep learning, to generate keys and detect attacks through a thorough literature review. The significant findings include that quantum encryption may provide unprecedented security levels through mechanisms such as superposition and entanglement, yet computational complexity and hardware constraints are obstacles to implementation. AI-based methods have improved efficiency and adaptability but have created adversarial attack risks. We can conclude that quantum image encryption has the potential to transform the secure transmission of data, but it is necessary to incorporate AI-powered optimizations into the proven quantum systems to ensure scalability and resistance to evolving threats. Hybrid models are the way of the future as they need to find a balance between security and realistic usage.
Quantum image encryption (QIE) has emerged as a promising solution for securing digital data in an era dominated by rapid advancements in quantum computing and increasing cyber threats. Traditional cryptographic techniques, which rely on classical encryption methods, are vulnerable to the computational power of quantum algorithms, posing significant challenges for maintaining data privacy and integrity. This survey presents a thorough review of quantum encryption techniques, highlighting both their limitations and advantages, with a particular emphasis on their ability to ensure secure visual data transmission in the post-quantum era. Additionally, it provides a comparative analysis of classical and quantum cryptographic techniques, with a primary focus on quantum encryption methods. The survey also explores potential solutions to address the challenges inherent in classical encryption schemes, highlighting how these challenges can be mitigated through quantum encryption approaches. As quantum computing continues to evolve, the need for quantum-secure encryption methods becomes more critical. This survey not only highlights the innovative techniques that show promise for future secure visual data transmission but also identifies key areas for future research and development, paving the way for robust and scalable solutions in the quantum computing era.
The aim of this paper is to explore and implement cutting-edge quantum cryptographic techniques to enhance the security of image data storage. Leveraging principles from quantum computing and cryptography, the project seeks to develop an advanced image encryption system that ensures unprecedented levels of security. By harnessing the unique properties of quantum mechanics, such as superposition and entanglement, the proposed system will establish a robust foundation for encrypting images, surpassing the limitations of classical cryptographic methods. The utilization of quantum key distribution protocols will add an additional layer of security, making it virtually impossible for adversaries to intercept or compromise sensitive image data during storage. This endeavor not only addresses the escalating cybersecurity concerns surrounding image storage but also contributes to the advancement of quantum technologies in practical applications. The project envisions a novel paradigm in image encryption, fostering a secure environment for sensitive visual information across various domains, including healthcare, finance, and defense. Keywords—Quantum Mechanics, Quantum Computing, cryptography, secure.
The emergence of quantum computing is set to reshape the landscape of cybersecurity, presenting a blend of significant challenges and groundbreaking opportunities. This paper delves into the growing risks tied to quantum technologies, with a particular focus on post-quantum cryptography (PQC) and the threats posed by the possible obsolescence of traditional cryptographic methods. As quantum computing capabilities advance at a rapid pace, the need for the development of quantum-resistant security protocols has become more urgent than ever. This research investigates the vulnerabilities of current cryptographic systems, the potential dangers posed by quantum computing, and the solutions already available in the field of post-quantum cryptography. Furthermore, the paper outlines a comprehensive framework for cybersecurity solutions that are resilient to future quantum threats, emphasizing the importance of collaboration across academic, industrial, and governmental sectors. By reviewing current literature and technological developments, this paper provides a roadmap for transitioning to quantum-safe security practices, addressing the risks brought on by quantum advancements, and ensuring that critical infrastructure is well-defended against quantum-driven attacks. The findings indicate that while quantum computing introduces profound risks to traditional cybersecurity systems, a proactive, strategic adoption of PQC solutions can effectively protect vital infrastructure in the post-quantum age.
With the ever-growing concern for internet security, the field of quantum cryptography emerges as a promising solution for enhancing the security of networking systems. In this paper, 20 notable papers from leading conferences and journals are reviewed and categorized based on their focus on various aspects of quantum cryptography, including key distribution, quantum bit commitment, post-quantum cryptography, and counterfactual quantum key distribution. The paper explores the motivations and challenges of employing quantum cryptography, addressing security and privacy concerns along with existing solutions. Secure key distribution, a critical component in ensuring the confidentiality and integrity of transmitted information over a network, is emphasized in the discussion. The survey examines the potential of quantum cryptography to enable secure key exchange between parties, even when faced with eavesdropping, and other applications of quantum cryptography. Additionally, the paper analyzes the methodologies, findings, and limitations of each reviewed study, pinpointing trends such as the increasing focus on practical implementation of quantum cryptography protocols and the growing interest in post-quantum cryptography research. Furthermore, the survey identifies challenges and open research questions, including the need for more efficient quantum repeater networks, improved security proofs for continuous variable quantum key distribution, and the development of quantum-resistant cryptographic algorithms, showing future directions for the field of quantum cryptography.
The potential of quantum computing to compromise traditional public-key cryptography (PKC) has led to a pressing need for more efficient and resilient cryptographic methods. Recent advancements, such as the 800x improvement in the logical error rate by Microsoft and QUANTINUUM, underscore the urgency of this issue. Post-quantum cryptography (PQC) offers a promising solution designed to withstand quantum attacks. This paper examines how PQC and other advanced cryptographic techniques can enhance the security and efficiency of PKC in the quantum era. Current PKC methods, despite revolutionizing secure online communication, are vulnerable to flaws in their underlying algorithms. The proposed hybrid model integrates PQC with traditional PKC, leveraging both technologies' strengths to mitigate quantum threats while preserving established security benefits. The investigation addresses critical research questions: how to enhance PKC key management for better efficiency and security, and which PQC techniques can protect PKC from quantum attacks. This paper's contribution includes identifying vulnerabilities in existing PKC, comparing RSA and post-quantum algorithms, and implementing a PQC algorithm between a client and server to analyze integration with existing protocols. Finally, the paper recommends security mechanisms to improve PQC protocols, ensuring robust protection against emerging quantum computing capabilities.