Electronic Software Data Security Control Mechanism Based on Intelligent Optimization Algorithm

As electronic software prevails, data security has become an issue of great significance. Data security controls based on traditional methods have limitations in terms of resource utilization. Whether there are better methods to improve the system resource utilization and data security of the system is a focus of our study. In this paper, we propose a PSO algorithm-based data security control mechanism for electronic software. PSO algorithm will be the research method selected for our study. The mechanism employs the PSO algorithm to exploit parallel search and global optimization, which has the superiority in terms of resource utilization, and systematically enhance the system performance by adaptively and dynamically adjusting the mechanism. Through our experiments and evaluations, we find that the PSO algorithm-based data security control mechanism is more effective in terms of resource utilization than the traditional mechanism.

Authors

Institutions

Publication Details

Journal
Procedia Computer Science
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procs.2025.04.009
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Electronic Software Data Security Control Mechanism Based on Intelligent Optimization Algorithm

Xinyu Guo, Dekyi, Metok
1 links
Procedia Computer Science
Network Security and Intrusion Detection
article

Electronic Software Data Security Control Mechanism Based on Intelligent Optimization Algorithm

Xinyu Guo, Dekyi, Metok
article en

Abstract

As electronic software prevails, data security has become an issue of great significance. Data security controls based on traditional methods have limitations in terms of resource utilization. Whether there are better methods to improve the system resource utilization and data security of the system is a focus of our study. In this paper, we propose a PSO algorithm-based data security control mechanism for electronic software. PSO algorithm will be the research method selected for our study. The mechanism employs the PSO algorithm to exploit parallel search and global optimization, which has the superiority in terms of resource utilization, and systematically enhance the system performance by adaptively and dynamically adjusting the mechanism. Through our experiments and evaluations, we find that the PSO algorithm-based data security control mechanism is more effective in terms of resource utilization than the traditional mechanism.

Procedia Computer ScienceVol. 259
State Grid Corporation of China (China) (CN)
Openalex Percentile: Top 90%
Network Security and Intrusion Detection
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.