A Novel Hybrid Algorithm for Securing Data Over Wireless Transfer in Machine Learning Based Prediction System

B. Shreevishnu, V. Ananthanarayanan
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Abstract

Data security refers to the path toward protecting information from unauthorized user access and data corruption all through its lifecycle. Most of security system deployed in the current system leads to loss of confidential data as the key is easily hackable because of a single algorithm usage. Diabetes-related complexities incorporate harm to large and little blood vessels. The danger of most diabetes-related inconveniences can be diminished whenever analyzed early. To overcome these two problems this project presents a medical application that analyses a patient’s medical data to give a diagnosis to check if he/she is diabetic with an efficient data security system where two security algorithms will be merged to secure the patient’s medical data stored and accessed in cloud. This research work attempts to provide an effective end to end security for medical applications.
基于机器学习的预测系统中无线传输数据保护的一种新型混合算法
数据安全是指在信息的整个生命周期中保护信息免受未经授权的用户访问和数据损坏的途径。目前系统中部署的大多数安全系统,由于使用单一算法,密钥容易被破解,导致机密数据丢失。糖尿病相关的复杂性包括对大血管和小血管的伤害。只要及早分析,大多数糖尿病相关不便的危险都可以减少。为了克服这两个问题,本项目提出了一个医疗应用程序,通过分析患者的医疗数据进行诊断,以检查他/她是否患有糖尿病,并采用高效的数据安全系统,其中两种安全算法将合并在一起,以确保患者的医疗数据在云中存储和访问。本研究工作旨在为医疗应用提供有效的端到端安全保障。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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