Quantum Key Distribution-Assisted Image Encryption Using 7D and 2D Hyperchaotic Systems

Secure image transmission is increasingly vital in the digital era, especially against emerging quantum threats. This study proposes a hybrid image encryption scheme that integrates Quantum Key Distribution (QKD) using the BB84 protocol with a combination of 7-dimensional (7D) and 2-dimensional (2D) hyperchaotic systems to achieve robust security. The BB84 protocol facilitates quantum-assisted key exchange, ensuring resistance to eavesdropping, while the hyperchaotic systems provide high entropy and complex randomness, utilized in a layered permutation-substitution encryption framework. The initial seeds for chaotic sequences are derived using a SHA-512 hash of both the input image and quantum-generated key, ensuring uniqueness and sensitivity. Experimental validation was conducted using several benchmark images. The information entropy values of the ciphered images reached up to 7.9993, indicating excellent randomness. Differential analysis showed high resistance to small perturbations, with NPCR exceeding 99.61% and UACI averaging around 33.47%, which meet standard security thresholds. Histogram and chi-square tests confirmed the uniform pixel distribution, with chi-square values below 280, satisfying the randomness criterion for 8-bit images. Furthermore, correlation coefficients of adjacent pixels dropped to near zero, evidencing effective decorrelation. The encryption scheme also demonstrated robustness to data loss, as shown by the successful decryption of partially corrupted cipher images. Robustness testing under partial data loss (200×200-pixel blocks) also demonstrated visual recoverability and algorithm resilience. Overall, the proposed BB84-assisted dual-hyperchaotic encryption scheme offers a secure and computationally effective solution for protecting sensitive image data, making it suitable for post-quantum secure communications.

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Publication Details

Journal
Journal of Future Artificial Intelligence and Technologies
Published
2025-04-22
DOI
https://doi.org/10.62411/faith.3048-3719-93
Citations
19
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
24.24
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article

Quantum Key Distribution-Assisted Image Encryption Using 7D and 2D Hyperchaotic Systems

De Rosal Ignatius Moses Setiadi, Prajanto Wahyu Adi, Aceng Sambas, Zahrah Asri Nur Fauzyah
19 citations
Journal of Future Artificial Intelligence and Technologies
Chaos-based Image/Signal Encryption
24.24
article

Quantum Key Distribution-Assisted Image Encryption Using 7D and 2D Hyperchaotic Systems

De Rosal Ignatius Moses Setiadi, Prajanto Wahyu Adi, Aceng Sambas, Zahrah Asri Nur Fauzyah
article en
19 citations

Abstract

Secure image transmission is increasingly vital in the digital era, especially against emerging quantum threats. This study proposes a hybrid image encryption scheme that integrates Quantum Key Distribution (QKD) using the BB84 protocol with a combination of 7-dimensional (7D) and 2-dimensional (2D) hyperchaotic systems to achieve robust security. The BB84 protocol facilitates quantum-assisted key exchange, ensuring resistance to eavesdropping, while the hyperchaotic systems provide high entropy and complex randomness, utilized in a layered permutation-substitution encryption framework. The initial seeds for chaotic sequences are derived using a SHA-512 hash of both the input image and quantum-generated key, ensuring uniqueness and sensitivity. Experimental validation was conducted using several benchmark images. The information entropy values of the ciphered images reached up to 7.9993, indicating excellent randomness. Differential analysis showed high resistance to small perturbations, with NPCR exceeding 99.61% and UACI averaging around 33.47%, which meet standard security thresholds. Histogram and chi-square tests confirmed the uniform pixel distribution, with chi-square values below 280, satisfying the randomness criterion for 8-bit images. Furthermore, correlation coefficients of adjacent pixels dropped to near zero, evidencing effective decorrelation. The encryption scheme also demonstrated robustness to data loss, as shown by the successful decryption of partially corrupted cipher images. Robustness testing under partial data loss (200×200-pixel blocks) also demonstrated visual recoverability and algorithm resilience. Overall, the proposed BB84-assisted dual-hyperchaotic encryption scheme offers a secure and computationally effective solution for protecting sensitive image data, making it suitable for post-quantum secure communications.

Journal of Future Artificial Intelligence and TechnologiesVol. 2(1)
Diponegoro University (ID), Universitas Dian Nuswantoro (ID), Sultan Zainal Abidin University (MY)
Openalex Percentile: Top 0%
Chaos-based Image/Signal Encryption
24.24
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