Cybersecurity in Robotic Healthcare Systems: A Critical Thematic Review of Challenges, Solutions, and Research Directions

Nowadays, Robotic systems are increasingly deployed in the healthcare system to enable modern autonomous delivery, realtime diagnostics, and precision in surgery.However, these contemporary and intelligent machines, connected into complex systems which introduce new cybersecurity challenges that can impact operational availability, data integrity, also threaten patient safety.This review critically examines the recent robotic healthcare systems' current landscape of cybersecurity.By utilizing the CIA security model (Confidentiality, Integrity, Availability) and socio-technical systems theory.Therefore, we organize the literature into three thematic domains such as: behavioral anomaly detection using machine learning, access control, and secure communication.Each one of the domains is evaluated for its integration potential, limitations, real-world applicability, and theoretical foundations.This review reveals significant research gaps in deployment realism, regulatory alignment, and resilience.This study proposes a comprehensive research direction and agenda to lead future work toward layered and robust ethical cybersecurity frameworks for clinical robotic systems and environments.

Authors

Institutions

Publication Details

Journal
International Journal of Computer Applications
Published
2025-08-20
DOI
https://doi.org/10.5120/ijca2025925601
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cybersecurity in Robotic Healthcare Systems: A Critical Thematic Review of Challenges, Solutions, and Research Directions

Thaier Hamid, Hadi Dastan Elikhchi
1 links
International Journal of Computer Applications
IoT and Edge/Fog Computing
article

Cybersecurity in Robotic Healthcare Systems: A Critical Thematic Review of Challenges, Solutions, and Research Directions

Thaier Hamid, Hadi Dastan Elikhchi
article en

Abstract

Nowadays, Robotic systems are increasingly deployed in the healthcare system to enable modern autonomous delivery, realtime diagnostics, and precision in surgery.However, these contemporary and intelligent machines, connected into complex systems which introduce new cybersecurity challenges that can impact operational availability, data integrity, also threaten patient safety.This review critically examines the recent robotic healthcare systems' current landscape of cybersecurity.By utilizing the CIA security model (Confidentiality, Integrity, Availability) and socio-technical systems theory.Therefore, we organize the literature into three thematic domains such as: behavioral anomaly detection using machine learning, access control, and secure communication.Each one of the domains is evaluated for its integration potential, limitations, real-world applicability, and theoretical foundations.This review reveals significant research gaps in deployment realism, regulatory alignment, and resilience.This study proposes a comprehensive research direction and agenda to lead future work toward layered and robust ethical cybersecurity frameworks for clinical robotic systems and environments.

International Journal of Computer ApplicationsVol. 187(32)
Greater Manchester Police (GB), University of Manchester (GB)
Openalex Percentile: Top 76%
IoT and Edge/Fog Computing
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.

Cybersecurity in Robotic Healthcare Systems: A Critical Thematic Review of Challenges, Solutions, and Research Directions — Thaier Hamid, Hadi Dastan Elikhchi · International Journal of Computer Applications (2025) | TGRS Research Map | TGRS