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Published on: February 3, 2021
A MITRE D3FEND guided blockchain based cyber resilient framework for IPv6 based 6G enabled healthcare networks.
Katreddi Rohith1, Abhishek Jain2, Mahmmad Nazir Shaik1
1School of Engineering and Technology, BML Munjal University, Gurugram, 122413, India.
This study introduces a Blockchain-Enabled Zero-Trust Architecture (B-ZTA) to secure Internet of Medical Things (IoMT) devices in 6G healthcare. The B-ZTA achieved a 99.10% threat neutralization rate in simulations, enhancing IoMT cybersecurity.
Area of Science:
- Cybersecurity
- Network Security
- Healthcare Technology
Background:
- The expansion of Internet of Medical Things (IoMT) in 6G healthcare networks presents significant cybersecurity vulnerabilities.
- Traditional security models are insufficient for the complex, real-time demands of IoMT environments.
Purpose of the Study:
- To propose and evaluate a novel Blockchain-Enabled Zero-Trust Architecture (B-ZTA) for securing 6G IoMT healthcare networks.
- To address challenges like expanded attack surfaces, device heterogeneity, and real-time security needs.
Main Methods:
- Developed a B-ZTA framework integrating Zero Trust micro-segmentation, a Random Forest-based intrusion detection system, and a Proof-of-Authority blockchain.
- Utilized MATLAB simulations with 62 devices across 30 trials under various cyberattack scenarios.
- Guided by the MITRE D3FEND defensive ontology for policy enforcement.
Main Results:
- Achieved a 99.10% Threat Neutralization Rate.
- Demonstrated a mean enforcement latency of 76.68 ms and 95th percentile latency of 249.86 ms, meeting 6G latency requirements for IoMT.
- Attained a composite security score of 91.8 when benchmarked against five state-of-the-art frameworks.
Conclusions:
- The proposed B-ZTA shows significant promise for enhancing IoMT cybersecurity in simulated 6G healthcare environments.
- Future work should focus on physical testbed validation and adversarial robustness evaluation.
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