journal article·2022Open access

Competitive Swarm Optimization with Encryption Based Steganography for Digital Image Security

Ala’ A. Eshmawi, Suliman A. Alsuhibany, Sayed Abdel-Khalek, Romany F. Mansour

Computers, Materials & Continua· Volume 72· Issue 2

Abstract

Digital image security is a fundamental and tedious process on shared communication channels. Several methods have been employed for accomplishing security on digital image transmission, such as encryption, steganography, and watermarking. Image stenography and encryption are commonly used models to achieve improved security. Besides, optimal pixel selection process (OPSP) acts as a vital role in the encryption process. With this motivation, this study designs a new competitive swarm optimization with encryption based stenographic technique for digital image security, named CSOES-DIS technique. The proposed CSOES-DIS model aims to encrypt the secret image prior to the embedding process. In addition, the CSOES-DIS model applies a double chaotic digital image encryption (DCDIE) technique to encrypt the secret image, and then embedding method was implemented. Also, the OPSP can be carried out by the design of CSO algorithm and thereby increases the secrecy level. In order to portray the enhanced outcomes of the CSOES-DIS model, a comparative examination with recent methods is performed and the results reported the betterment of the CSOES-DIS model based on different measures.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Advanced Steganography and Watermarking Techniques · Chaos-based Image/Signal Encryption · Video Surveillance and Tracking Methods

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (17)

Show source-provided references
1. Combination of steganography and cryptography: A short survey10.1088/1757-899X/518/5/052003 ↗
2. A safe and secured iris template using steganography and cryptography10.1007/s11042-020-08971-x ↗
3. A new high capacity image steganography method combined with image elliptic curve cryptography and deep neural network10.1109/ACCESS.2020.2971528 ↗
4. Dual layer security of data using LSB inversion image steganography with elliptic curve cryptography encryption algorithm10.1007/s11042-019-7584-6 ↗
5. Efficient implementation of multi-image secret hiding based on LSB and DWT steganography comparisons10.1007/s13369-020-04413-w ↗
6. Securing matrix counting-based secret-sharing involving crypto steganography
7. A novel image steganography technique based on quantum substitution boxes10.1016/j.optlastec.2019.03.005 ↗
8. A modified LSB image steganography method using filtering algorithm and stream of password
9. Hybrid multistage framework for data manipulation by combining cryptography and steganography10.11591/eei.v11i1.3451 ↗
10. Dual-layer security of image steganography based on IDEA and LSBG algorithm in the cloud environment10.1007/s12046-019-1106-0 ↗
11. An efficient hybrid optimization algorithm with elliptic-curve cryptography for image encryption
12. A novel image steganography method for industrial internet of things security10.1109/TII.2021.3053595 ↗
13. Backward movement oriented shark smell optimization-based audio steganography using encryption and compression strategies10.1016/j.dsp.2021.103335 ↗
14. Optimal wavelet coefficients based steganography for image security with secret sharing cryptography model10.1007/978-3-030-16837-7_5 ↗
15. Secure medical data transmission using a fusion of bit mask oriented genetic algorithm, encryption and steganography10.1016/j.future.2020.04.034 ↗
16. Research on digital image encryption algorithm based on double logistic chaotic map10.1186/s13640-018-0386-3 ↗
17. Competitive swarm optimization based unequal clustering and routing algorithms (CSO-UCRA) for wireless sensor networks10.1007/s11042-021-10901-4 ↗