人工智能防火墙

A. Mishra, Abhishek Agrawal, R. Ranjan
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引用次数: 4

摘要

防火墙现在是网络安全的一个组成部分。开发了一种智能防火墙,可以防止对系统的未经授权的访问。人工智能应用非常适合不断变化、不断发展的网络安全世界。典型的防火墙仅与网络管理员提供的信息一样好。一种新的攻击会产生漏洞,如果没有人为的指导,静态防火墙无法避免这些漏洞。然而,人工智能管理的防火墙服务可以保护计算机网络免受已知和未来的威胁。本文报告了不同安全技术集成方面的研究进展。该项目的主要目的是将智能检测引擎集成到防火墙中。智能检测引擎不仅旨在检测传统入侵防御系统中的异常网络流量,还将检测表明存在病毒数据的异常结构数据包。我们将在本文中报告智能防火墙的概念,该防火墙包含针对潜在恶意数据包的智能检测引擎。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligent firewall
Firewalls are now an integral part of network security. An intelligent firewall that prevents unauthorized access to a system has been developed. Artificial intelligence applications are uniquely suited for the ever-changing, ever-evolving world of network security. Typical firewalls are only as good as the information provided by the Network Administrator. A new type of attack creates vulnerabilities, which a static firewall does not have the ability to avoid without human direction. An AI-managed firewall service, however, can protect a computer network from known and future threats. We report in this paper on research in progress concerning the integration of different security techniques. A main purpose of the project is to integrate a smart detection engine into a firewall. The smart detection engine will aim at not only detecting anomalous network traffic as in classical IDSs, but also detecting unusual structures data packets that suggest the presence of virus data. We will report in this paper on the concept of an intelligent firewall that contains a smart detection engine for potentially malicious data packets.
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