A hybrid artificial immune system and Self Organising Map for network intrusion detection
نویسندگان
چکیده
منابع مشابه
A hybrid artificial immune system and Self Organising Map for network intrusion detection
Network intrusion detection is the problem of detecting unauthorised use of, or access to, computer systems over a network. Two broad approaches exist to tackle this problem: anomaly detection and misuse detection. An anomaly detection system is trained only on examples of normal connections, and thus has the potential to detect novel attacks. However, many anomaly detection systems simply repo...
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An artificial immune system (AIS) is a computer software system that mimics some parts of the behavior of the human immune system to protect computer networks from viruses and similar cyber attacks. Artificial immune system is a computer software system that mimics some parts of the behavior of the human immune system to protect computer networks from viruses and similar cyber attacks. The esse...
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The goal of the article is to presents intrusion detections systems and design architecture of intrusion detection based on neural network self organizing map. In the report is described base problematic of neural network and intrusion detection system. The article further deals with specific design of intrusion detection architecture based on user anomaly behavior. A core of the designed archi...
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With the growing advances in the technology the uses of computer systems and the internet is also growing at a rapid rate, and with the increase in their usage vulnerabilities and threats are also increasing tremendously. A large number of approaches have been proposed till now for improving the security of a host system and a network. One of the proposed approach is an Intrusion Detection Syst...
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ژورنال
عنوان ژورنال: Information Sciences
سال: 2008
ISSN: 0020-0255
DOI: 10.1016/j.ins.2007.11.028