在基于物联网的系统中,人工智能驱动的网络安全
1Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, OH 44115, USA.
Sensors (Basel, Switzerland)
|December 11, 2025
概括
物联网 (IoT) 实现了无的设备连接. 本研究探讨了先进的物联网安全协议,以保护相互连接的环境中的敏感数据.
科学领域:
- 计算机科学 计算机科学
- 网络安全 网络安全
- 网络工程 网络工程
背景情况:
- 物联网 (IoT) 正在迅速扩展,在全球连接数十亿台设备.
- 增加的连接性引发了关于数据安全和隐私的重大担忧.
- 现有的安全措施往往难以跟上不断变化的物联网威胁.
研究的目的:
- 调查和提出物联网 (IoT) 环境的增强安全协议.
- 解决当前物联网安全框架中的漏洞.
- 改进通过物联网网络传输的敏感数据的保护.
主要方法:
- 审查现有的物联网安全架构.
- 为资源有限的物联网设备量身定制的新型加密算法的开发和模拟.
- 拟议协议与已建立的安全标准进行比较分析.
主要成果:
- 拟议的安全协议显示,显著减少了脆弱性暴露.
- 加强数据加密和身份验证机制得到了验证.
- 性能测试显示物联网设备资源的开销最小.
结论:
- 先进的安全协议对于保护不断扩大的物联网 (IoT) 生态系统至关重要.
- 开发的方法为保护物联网通信提供了强大的解决方案.
- 建议对实时实施和长期威胁适应进行进一步的研究.
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