FPN-based method for measurement data security risk evaluation

The new power system is characterized by a substantial volume of measurement data and a sophisticated storage and interaction ecosystem. There are major security risks in the process of cross-system data flow. Given the above problems, this paper constructs a safety risk evaluation model and proposes a fuzzy reasoning algorithm based on an improved fuzzy Petri network (FPN) to realize comprehensive risk monitoring on the storage side and circulation link of measurement data. The experimental findings demonstrate that the risk evaluation approach based on FPN gives more accurate and scientific results than the traditional comprehensive risk evaluation method. Therefore, this method is more suitable for practical measurement data security risk evaluation.

Authors

Institutions

Publication Details

Published
2024-09-27
DOI
https://doi.org/10.1117/12.3037596
Primary Topic
Cybersecurity and Information Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

FPN-based method for measurement data security risk evaluation

Jinkai Sun, Liwei Liu, Baining Jiao, Zixun Lu et al.
Cybersecurity and Information Systems
article

FPN-based method for measurement data security risk evaluation

Jinkai Sun, Liwei Liu, Baining Jiao, Zixun Lu, Junfeng Yao, Chun Xiao
article en

Abstract

The new power system is characterized by a substantial volume of measurement data and a sophisticated storage and interaction ecosystem. There are major security risks in the process of cross-system data flow. Given the above problems, this paper constructs a safety risk evaluation model and proposes a fuzzy reasoning algorithm based on an improved fuzzy Petri network (FPN) to realize comprehensive risk monitoring on the storage side and circulation link of measurement data. The experimental findings demonstrate that the risk evaluation approach based on FPN gives more accurate and scientific results than the traditional comprehensive risk evaluation method. Therefore, this method is more suitable for practical measurement data security risk evaluation.

State Grid Corporation of China (China) (CN), Taiyuan University of Technology (CN)
Openalex Percentile: Top 82%
Cybersecurity and Information Systems
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.