| Savitribai Phule Pune University |
| Title | Enhancing the Security of Image Communication with a New Hyper-Chaotic System |
| Author/s |
A. Deshpande
Department of Mathematics and Statistics, Dr. Vishwanath Karad MIT World Peace University, Pune Varsha Daftardar-Gejji Department of Scientific Computing, Modeling and Simulation, Savitribai Phule Pune University, Pune 411 007, India |
| Abstract | The rapid expansion of multimedia communication necessitates the development of advanced and resilient cryptographic systems. As computational power grows, traditional encryption methods become susceptible to brute-force attacks. Cybersecurity threats are in a constant state of flux, requiring the creation of innovative cryptographic systems to outpace these developments. Chaotic systems offer a very good promise in cryptography as they are sensitive to initial conditions and parameters. In this study, the authors propose a novel hyper cryptographic system (referred as NHCS) for color images that integrates a new hyper chaotic system with the RSA algorithm. This approach combines the unpredictable behavior of the hyper- chaotic system with the robust encryption capabilities of the RSA algorithm. This combination provides an additional layer of security. The hyper chaotic systems offer a broader range of parameter values leading to chaos. Moreover, due to their four-dimensional nature, they can be employed to encrypt four-color channels. The NHCS algorithm has a large key space (of size 2704), which is 1024-bit RSA encrypted for higher security. The key sensitivity of this algorithm is of the order 10−16. The effectiveness of NHCS is validated through numerous test images from the USC-SIPI database and is bolstered by statistical analysis. The two indicators NPCR (nearly 100%) and UACI (> 33%) ensure that the system is robust against differential attacks. We perform a correlation analysis of the images and observe that correlation coefficients between adjacent pixels of the encrypted images are close to zero. Further, the information entropy values of the encrypted images are close to the ideal value 8. PSNR, MSE, and other statistical measures are found near their respective ideal values. A comparison with the other methods shows that NHCS is very promising. |
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| Citing This Document | A. Deshpande, and Varsha Daftardar-Gejji , Enhancing the Security of Image Communication with a New Hyper-Chaotic System . Technical Report CMS-TR-20240409 of the Centre for Modeling and Simulation, Savitribai Phule Pune University, Pune 411007, India (2024); available at http://scms.unipune.ac.in/reports/. |
| Notes, Published Reference, Etc. | Accepted for publication in Physica Scripta |
| Contact | vsgejji AT gmail.com |
| Supplementary Material |