Chaotic Quantum Encryption to Secure Image Data in Post Quantum Consumer Technology

被引:0
作者
Khan, Muhammad Shahbaz [1 ]
Ahmad, Jawad [1 ]
Al-Dubai, Ahmed [1 ]
Pitropakis, Nikolaos [1 ]
Ghaleb, Baraq [1 ]
Ullah, Amjad [1 ]
Khan, Muhammad Attique [2 ,3 ]
Buchanan, William J. [1 ]
机构
[1] Edinburgh Napier Univ, Sch Comp Engn & Built Environm, Edinburgh EH10 5DT, Scotland
[2] HITEC Univ, Dept Comp Sci, Taxila 47080, Pakistan
[3] Lebanese Amer Univ, Dept Comp Sci & Math, Beirut 03797751, Lebanon
关键词
Encryption; Qubit; Image color analysis; Cryptography; Computer architecture; Transforms; Quantum circuit; Quantum image encryption; chaos; quantum cryptography; chaotic quantum encryption; qubit transformation; consumer technology; REPRESENTATION; COMPRESSION;
D O I
10.1109/TCE.2024.3415411
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The rapid advancement in consumer technology has led to an exponential increase in the connected devices, resulting in an enormous and continuous flow of data, particularly the image data. This data needs to be processed, managed, and secured efficiently, especially in the quantum-enabled consumer technology era. This paper, in this regards, presents a quantum image encryption scheme featuring a novel two-phase chaotic confusion-diffusion architecture. The proposed architecture consists of four distinct confusion-diffusion modules that perform a simultaneous qubit and pixel-level encryption on both the position and intensity of quantum encoded pixels. Moreover, quantum circuits for $<^>{\prime }$ qubit-level chaotic transformation $<^>{\prime }$ and $<^>{\prime }$ chaos-based selective perfect shuffle operation $<^>{\prime }$ have been implemented, which collectively enhance the encryption strength of the proposed scheme. Extensive evaluation has been performed based on various statistical security parameters, such as entropy and correlation. When subjected to differential attacks, the proposed scheme proved its resilience exhibiting ideal results of average 99.6% NPCR (Number of Pixels Change Rate) and 33.5% UACI (Unified Average Changing Intensity). Besides, the proposed scheme also demonstrated resilience against occlusion attacks. Tests involving 50% data occlusion from encrypted images validated the proposed scheme's capability to successfully decrypt the tampered images, recovering maximum information.
引用
收藏
页码:7087 / 7101
页数:15
相关论文
共 43 条
  • [1] SecureCam: Selective Detection and Encryption Enabled Application for Dynamic Camera Surveillance Videos
    Aribilola, Ifeoluwapo
    Asghar, Mamoona Naveed
    Kanwal, Nadia
    Fleury, Martin
    Lee, Brian
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2023, 69 (02) : 156 - 169
  • [2] Chaotic image encryption system using phase-magnitude transformation and pixel substitution
    Borujeni, Shahram Etemadi
    Eshghi, Mohammad
    [J]. TELECOMMUNICATION SYSTEMS, 2013, 52 (02) : 525 - 537
  • [3] Retinal Biometric for Securing JPEG-Codec Hardware IP Core for CE Systems
    Chaurasia, Rahul
    Sengupta, Anirban
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2023, 69 (03) : 441 - 457
  • [4] DEWDNEY AK, 1987, SCI AM, V257, P108
  • [5] Secure and Privacy-Preserving Decentralized Federated Learning for Personalized Recommendations in Consumer Electronics Using Blockchain and Homomorphic Encryption
    Gupta, Brij B.
    Gaurav, Akshat
    Arya, Varsha
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2024, 70 (01) : 2546 - 2556
  • [6] Quantum image encryption algorithm via optimized quantum circuit and parity bit-plane permutation
    He, Jinwen
    Zhu, Hegui
    Zhou, Xv
    [J]. JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2024, 81
  • [7] Hu MT, 2023, NONLINEAR DYNAM, V111, P2815, DOI 10.1007/s11071-022-07942-1
  • [8] Quantum image encryption algorithm based on generalized Arnold transform and Logistic map
    Hu, Wen-Wen
    Zhou, Ri-Gui
    Jiang, SheXiang
    Liu, XingAo
    Luo, Jia
    [J]. CCF TRANSACTIONS ON HIGH PERFORMANCE COMPUTING, 2020, 2 (03) : 228 - 253
  • [9] Quantum Hilbert Image Scrambling
    Jiang, Nan
    Wang, Luo
    Wu, Wen-Ya
    [J]. INTERNATIONAL JOURNAL OF THEORETICAL PHYSICS, 2014, 53 (07) : 2463 - 2484
  • [10] The quantum realization of Arnold and Fibonacci image scrambling
    Jiang, Nan
    Wu, Wen-Ya
    Wang, Luo
    [J]. QUANTUM INFORMATION PROCESSING, 2014, 13 (05) : 1223 - 1236