Optimizing color image security using hybrid cryptographic techniques based on sine and logistic maps

This paper proposes an innovative method to enhance the security of color images by integrating hybrid cryptographic techniques, specifically using Sine maps and a double application of the logistic map. The proposed method encrypts a color image in several distinct phases. In the first phase, the image is converted into an M×N matrix. In addition, the Sine maps generate sequences for each color channel: red, green, and blue. A bit-by-bit XOR operation is applied between the matrix and the sequences, producing the first encrypted image. In the second phase, the logistic map is applied to the output from the first phase, following the same sequence-generation procedure until the encrypted image is obtained. The final phase involves reapplying the Logistic map to the image from phase two using modified Logistic map parameters. A comparison with established techniques demonstrates the effectiveness of the proposed strategy in terms of both security and computational efficiency. Experimental results confirm strong performance, with an average correlation coefficient of −0.00014, NPCR = 99.61%, UACI = 33.61%, entropy = 7.9992, and PSNR = 8.60 dB. The average encryption time is 0.445 s for a 512 × 512 color image, demonstrating high robustness and resistance to various attacks, thereby offering valuable insights for practical integration into image-security frameworks.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-01-14
DOI
https://doi.org/10.1038/s41598-025-33319-6
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing color image security using hybrid cryptographic techniques based on sine and logistic maps

Walid El‐Shafai, Mohammed Es-Sabry, Fatima Koulouh, Safae Amine et al.
Scientific Reports
Chaos-based Image/Signal Encryption
article

Optimizing color image security using hybrid cryptographic techniques based on sine and logistic maps

Walid El‐Shafai, Mohammed Es-Sabry, Fatima Koulouh, Safae Amine, Ahmed I. Shahin, Nabil EL AKKAD
article en

Abstract

This paper proposes an innovative method to enhance the security of color images by integrating hybrid cryptographic techniques, specifically using Sine maps and a double application of the logistic map. The proposed method encrypts a color image in several distinct phases. In the first phase, the image is converted into an M×N matrix. In addition, the Sine maps generate sequences for each color channel: red, green, and blue. A bit-by-bit XOR operation is applied between the matrix and the sequences, producing the first encrypted image. In the second phase, the logistic map is applied to the output from the first phase, following the same sequence-generation procedure until the encrypted image is obtained. The final phase involves reapplying the Logistic map to the image from phase two using modified Logistic map parameters. A comparison with established techniques demonstrates the effectiveness of the proposed strategy in terms of both security and computational efficiency. Experimental results confirm strong performance, with an average correlation coefficient of −0.00014, NPCR = 99.61%, UACI = 33.61%, entropy = 7.9992, and PSNR = 8.60 dB. The average encryption time is 0.445 s for a 512 × 512 color image, demonstrating high robustness and resistance to various attacks, thereby offering valuable insights for practical integration into image-security frameworks.

Scientific ReportsVol. 16(1)
Prince Sultan University (SA), Majmaah University (SA), Abdelmalek Essaâdi University (MA), Menoufia University (EG), Sidi Mohamed Ben Abdellah University (MA)
Majmaah University, Prince Sultan University
Openalex Percentile: Top 89%
Chaos-based Image/Signal Encryption
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Optimizing color image security using hybrid cryptographic techniques based on sine and logistic maps — Walid El‐Shafai, Mohammed Es-Sabry, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS