Investigating the Feasibility of Elementary Cellular Automata based Scrambling for Image Encryption

This research investigates the performance of various one-dimensional cellular automata rules, namely Rule 30, Rule 150, Rule 184, Rule 105 and Rule 110, for image encryption. The proposed algorithm technique combines these CA rules to generate pseudo-random sequences for image scrambling. The effectiveness of the proposed method is evaluated using various performance metrics, including NPCR, correlation coefficient and information entropy. The results demonstrate which rule provides the best encryption performance, achieving high levels of security and resistance to statistical attacks. However, the computational complexity of the proposed method is relatively high, which may limit its practicality for real-time image encryption applications.

Authors

Publication Details

Journal
International Journal of Computer Network and Information Security
Published
2025-02-04
DOI
https://doi.org/10.5815/ijcnis.2025.01.03
Primary Topic
Cellular Automata and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Investigating the Feasibility of Elementary Cellular Automata based Scrambling for Image Encryption

R. Venkatesan, Kavikumar Jacob, Muhammad Ibrahim
International Journal of Computer Network and Information Security
Cellular Automata and Applications
article

Investigating the Feasibility of Elementary Cellular Automata based Scrambling for Image Encryption

R. Venkatesan, Kavikumar Jacob, Muhammad Ibrahim
article en

Abstract

This research investigates the performance of various one-dimensional cellular automata rules, namely Rule 30, Rule 150, Rule 184, Rule 105 and Rule 110, for image encryption. The proposed algorithm technique combines these CA rules to generate pseudo-random sequences for image scrambling. The effectiveness of the proposed method is evaluated using various performance metrics, including NPCR, correlation coefficient and information entropy. The results demonstrate which rule provides the best encryption performance, achieving high levels of security and resistance to statistical attacks. However, the computational complexity of the proposed method is relatively high, which may limit its practicality for real-time image encryption applications.

International Journal of Computer Network and Information SecurityVol. 17(1)
Openalex Percentile: Top 97%
Cellular Automata and Applications
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.