使用自然语言处理的物联网系统安全:未来的挑战和方向

IF 0.9 Q4 TELECOMMUNICATIONS
Yogendra Kumar, Vijay Kumar
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引用次数: 0

摘要

物联网(IoT)通过提供各种智能服务来推进人类生活。尖端技术的进步需要增加对网络安全的需求。有鉴于此,已经进行了广泛的研究来解决物联网安全问题。然而,在物联网能够实时充分发挥其潜力之前,必须解决几个安全挑战。基于这一事实,本研究提出了一种将自然语言处理(NLP)与物联网系统集成的新方法,以增强其安全性。它研究了NLP的现状及其应用。本文的主要贡献是开发了一个使用n-gram和单词嵌入技术识别物联网环境中恶意行为的系统。本研究还讨论了使用NLP增强物联网安全的几个安全挑战和未来可能的方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Security in IoT systems using natural language processing: Future challenges and directions

The internet of things (IoT) is advancing human lives by providing various intelligent services. The advancement of cutting-edge technologies necessitates an increase in the need for cyber security. In this light, an extensive research has been conducted to address IoT security concerns. However, several security challenges must be addressed before IoT can be utilized to its full potential in real-time. Motivated by this fact, this study presents a novel integration approach of Natural Language Processing (NLP) with IoT systems to enhance its security. It investigates the current state of NLP and its applications. The key contribution of this paper is the development of a system for identifying malicious behaviors in an IoT environment using n-gram and word-embedding techniques. Several security challenges and possible future directions to enhance IoT security using NLP are also addressed in this study.

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