Securing Smart Healthcare Cyber Physical Systems

Cyber-physical systems (CPSs) are critical in sectors like healthcare, smart grids, and transportation, making their security against cyber threats, such as blackhole attacks, essential. Current detection methods often fail to distinguish between legitimate and malicious behaviors effectively, leading to insufficient protection. This paper introduces GBG-RPL, a novel approach combining the Gini index and blockchain technology to detect and mitigate blackhole attacks in smart healthcare CPSs. By analyzing data distribution with the Gini index and ensuring data integrity using blockchain, GBG-RPL enhances security and reliability. The proposed solution significantly reduces packet loss, energy consumption, and detection time while improving accuracy and network performance. These results demonstrate its potential to provide a secure and efficient CPS solution. Keywords— smart healthcare system; cyber-physical systems; blackhole attacks; Gini Index; blockchain; trust

Authors

Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2025-03-27
DOI
https://doi.org/10.55041/ijsrem43138
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
0.00
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article

Securing Smart Healthcare Cyber Physical Systems

K N Navyashree, H Vinutha, Ragini Ravi Budihal, Juveria Kouser et al.
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
IoT and Edge/Fog Computing
article

Securing Smart Healthcare Cyber Physical Systems

K N Navyashree, H Vinutha, Ragini Ravi Budihal, Juveria Kouser, R Poorvika, Arjun U
article en

Abstract

Cyber-physical systems (CPSs) are critical in sectors like healthcare, smart grids, and transportation, making their security against cyber threats, such as blackhole attacks, essential. Current detection methods often fail to distinguish between legitimate and malicious behaviors effectively, leading to insufficient protection. This paper introduces GBG-RPL, a novel approach combining the Gini index and blockchain technology to detect and mitigate blackhole attacks in smart healthcare CPSs. By analyzing data distribution with the Gini index and ensuring data integrity using blockchain, GBG-RPL enhances security and reliability. The proposed solution significantly reduces packet loss, energy consumption, and detection time while improving accuracy and network performance. These results demonstrate its potential to provide a secure and efficient CPS solution. Keywords— smart healthcare system; cyber-physical systems; blackhole attacks; Gini Index; blockchain; trust

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 09(03)
Openalex Percentile: Top 95%
IoT and Edge/Fog Computing
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Securing Smart Healthcare Cyber Physical Systems — K N Navyashree, H Vinutha, et al. · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT (2025) | TGRS Research Map | TGRS