A Hybrid Cybersecurity Algorithm for Digital Image Transmission over Advanced Communication Channel Models
Source abstract
Abstract
The efficient transmission of images, which plays a large role in wireless communication systems, poses a significant challenge in the growth of multimedia technology. High-quality images require well-tuned communication standards. The Single Carrier Frequency Division Multiple Access (SC-FDMA) is adopted for broadband wireless communications, because of its low sensitivity to carrier frequency offsets and low Peak-to-Average Power Ratio (PAPR). Data transmission through open-channel networks requires much concentration on security, reliability, and integrity. The data need a space away from unauthorized access, modification, or deletion. These requirements are to be fulfilled by digital image watermarking and encryption. This paper is mainly concerned with secure image communication over the wireless SC-FDMA system as an adopted communication standard. It introduces a robust image communication framework over SC-FDMA that comprises digital image watermarking and encryption to improve image security, while maintaining a high-quality reconstruction of images at the receiver side. The proposed framework allows image watermarking based on the Discrete Cosine Transform (DCT) merged with the Singular Value Decomposition (SVD) in the so-called DCT-SVD watermarking. In addition, image encryption is implemented based on chaos and DNA encoding. The encrypted watermarked images are then transmitted through the wireless SC-FDMA system. The linear Minimum Mean Square Error (MMSE) equalizer is investigated in this paper to mitigate the effect of channel fading and noise on the transmitted images. Two subcarrier mapping schemes, namely localized and interleaved schemes, are compared in this paper. The study depends on different channel models, namely Pedestrian A and Vehicular A, with a modulation technique named Quadrature Amplitude Modulation (QAM). Extensive simulation experiments are conducted and introduced in this paper for efficient transmission of encrypted watermarked images. In addition, different variants of SC-FDMA based on the Discrete Wavelet Transform (DWT), Discrete Cosine Transform (DCT), and Fast Fourier Transform (FFT) are considered and compared for the image communication task. The simulation results and comparison demonstrate clearly that DWT-SC-FDMA is better suited to the transmission of the digital images in the case of Pedestrian A channels, while the DCT-SC-FDMA is better suited to the transmission of the digital images in the case of Vehicular A channels.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Chaos-based Image/Signal Encryption · Advanced Steganography and Watermarking Techniques · Advanced Data Compression Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (37)
Show source-provided references
1. A novel hybrid cryptosystem for secure streaming of high efficiency H.265 compressed videos in IoT multimedia applications10.1109/ACCESS.2020.3008644 ↗
2. Image block generation from block-based SMRT in colour image encryption and its performance analysis
3. 3D variable-structure chaotic system and its application in color image encryption with new Rubik’s cube-like permutation10.1007/s11071-023-08230-2 ↗
4. Dual image cryptosystem using henon map and discrete fourier transform10.32604/iasc.2023.034689 ↗
5. An efficient Apriori algorithm for frequent pattern in human intoxication data10.1007/s11334-022-00523-w ↗
6. Image steganography technique based on bald eagle search optimal pixel selection with chaotic encryption10.1016/j.aej.2023.05.051 ↗
7. Image encryption approach using improved chaotic system incorporated with differential evolution and genetic algorithm
8. Secure color image cryptosystem based on chaotic logistic in the FrFT domain10.1007/s11042-019-08190-z ↗
9. Cybersecurity in PACS and medical imaging: An overview10.1007/s10278-020-00393-3 ↗
10. Cybersecurity challenges for PACS and medical imaging10.1016/j.acra.2020.03.026 ↗
11. An unsupervised cluster-based feature grouping model for early diabetes detection
12. Pixel-level matching based multi-hypothesis error concealment modes for wireless 3D H.264/MVC communication10.1007/s13319-015-0064-5 ↗
13. An apriori algorithm-based association rule analysis to detect human suicidal behaviour10.1016/j.procs.2023.01.412 ↗
14. Efficient prediction of water quality index (WQI) using machine learning algorithms
15. An edge inspired image watermarking approach using compass edge detector and LSB in cybersecurity
16. Error detection architectures for hardware/software co-design approaches of number-theoretic transform
17. A new robust watermarking system in integer DCT domain10.1016/j.jvcir.2018.03.006 ↗
18. Error detection reliable architectures of Camellia block cipher applicable to different variants of its substitution boxes
19. Security enhancement of double random phase encoding using rear-mounted phase masking10.1016/j.optlaseng.2017.09.019 ↗
20. A novel blind color image watermarking based on walsh hadamard transform10.1007/s11042-019-08212-w ↗
21. A robust image watermarking scheme based on SVD in the spatial domain10.3390/fi9030045 ↗
22. A new robust and imperceptible image watermarking scheme based on hybrid transform and PSO
23. A review study on digital watermarking
24. R. Olanrewaju, “Development of intelligent digital watermarking via safe region,” Ph.D. Thesis, Kulliyyah of Engineering, International Islamic Univ. Malaysia, Selangor, Malaysia, 2011.
25. Different watermarking techniques & its applications: A review
26. N. Cvejic, “Algorithms for audio watermarking and steganography,” Master’s Thesis, Dept. of Electrical and Information Engineering, Univ. of Oulu, Oulu, Finland, 2004.
27. Fragility and robustness of binary-phase-only-filter-based fragile/semi fragile digital image watermarking10.1109/TIM.2007.911585 ↗
28. Efficient and secure cancelable biometric authentication framework based on genetic encryption algorithm10.1109/ACCESS.2021.3082940 ↗
29. Reversal of pixel rotation: A reversible data hiding system towards cybersecurity in encrypted images
30. Efficient multi-level security for robust 3D color-plus-depth HEVC10.1007/s11042-018-6036-z ↗
31. A practical approach for evaluating the capacity of watermarking channel
32. Advancements in digital image encryption using chaos theory
33. Performance metrics for SC-FDMA systems in modern wireless communication
34. Exploring DNA-based image encryption techniques for secure transmission
35. An analysis of DCT-SVD watermarking in the era of broadband communication
36. SC-FDMA: A review of recent developments and future trends
37. Comparative study of FFT, DCT, and DWT in SC-FDMA image transmission systems