ESHA-256_GBGO:一个高性能和优化的医疗物联网安全框架
1Department of Computer Science and Business Systems, E.G.S. Pillay Engineering College, Nagapattinam, 611002, Tamil Nadu, India. murugantrp@gmail.com.
这项研究引入了一个新的安全框架,ESHA-256_GBGO,以保护医疗物联网 (IoMT) 数据. 它显著提高了加密效率,并减少了安全医疗保健应用程序的计算开销.
科学领域:
- 计算机科学 计算机科学
- 网络安全 网络安全
- 医疗保健技术 技术 医疗保健 技术
背景情况:
- 医疗物联网 (IoMT) 设备的扩散为敏感的医疗数据带来了重大安全挑战.
- 现有的安全模型面临着高计算成本,处理大数据集的低效率和对网络威胁的脆弱性.
研究的目的:
- 提出一个新的安全框架,ESHA-256_GBGO,用于在IoMT网络中加强数据保护.
- 为了提高加密效率,数据完整性和计算性能,同时最大限度地减少处理开销.
主要方法:
- 增强安全哈希算法-256 (ESHA-256) 与黄金蝶优化 (GBGO) 算法的集成.
- 在真实世界IoMT数据集上实施和评估ESHA-256_GBGO框架.
- 测量关键性能指标,包括加密效率,处理时间,吞吐量和计算开销.
主要成果:
- 该ESHA-256_GBGO模型实现了98.76%的加密效率.
- 与传统方法相比,计算开销减少了27.4%.
- 提高IoMT网络的整体安全稳定性.
结论:
- 该ESHA-256_GBGO框架提供了一个可扩展和高效的解决方案,以确保实时医疗保健应用程序.
- 拟议的模型有效地解决了 IoMT 环境中的安全性和性能挑战.
- 通过严格的实验评估,验证了保护敏感医疗数据的有效性.
更多相关视频
07:31Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
07:26Executing Complexity-Increasing Queries in Relational MySQL and NoSQL MongoDB and EXist Size-Growing ISO/EN 13606 Standardized EHR Databases
Published on: March 19, 2018
相关概念视频
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Integrated Healthcare System
Ethical Standards I
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Legal Guidelines for Documentation
