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An innate immune system for the protection of computer networks

机译:用于保护计算机网络的先天免疫系统

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This paper presents design, implementation, and testing of NAIS, an artificial immune system for the protection of computer networks. Inspired by the biological innate immune system, NAIS consists of a collection of digital macrophages that scan the network for dangerous non-self processes, and kill them. NAIS is based on the observation that all significant network attacks are preceded by preparatory small-scale intrusions meant to gather the necessary information --- information on servers and operating systems, logins, weak passwords, ill-installed or poorly maintained services, etc. This information is used to bypass the network's defense barriers --- access controls, firewalls --- and to gain access to the machine before it is attacked. Such preparatory intrusions do not generate new processes, however the subsequent, actual intrusion will. Such processes will be recognized as non-self by the digital macrophages run by NAIS, and killed right away, thus defusing the attack. Telling illegal new processes from legal ones is a difficult matter, and amounts to providing a strong definition of non-self process. Our testing of NAIS proved our definition to be quite effective in protecting networks of one-service computers.
机译:本文介绍了用于保护计算机网络的人工免疫系统 NAIS的设计,实现和测试。受生物先天免疫系统的启发,NAIS由一组数字巨噬细胞组成,这些宏会扫描网络中是否存在危险的非自我过程,并将其杀死。 NAIS的观察结果是,在所有重大的网络攻击之前都进行了预备的小规模入侵,这些入侵旨在收集必要的信息-有关服务器和操作系统的信息,登录名,弱密码,服务未正确安装或维护不良等。此信息用于绕过网络的防御壁垒-访问控制,防火墙-并在受到攻击之前获得对计算机的访问权限。这样的预备入侵不会产生新的过程,但是随后的实际入侵会产生新的过程。这样的过程将被NAIS运行的数字巨噬细胞识别为非自身过程,并立即被杀死,从而缓解了攻击。从合法流程中分辨出非法的新流程是一件困难的事情,并且为非自身流程提供了一个强有力的定义。我们对NAIS的测试证明了我们的定义在保护一站式计算机网络方面非常有效。

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