An Competent Intrusion Detection System using Relevance Vector Machine
نویسندگان
چکیده
منابع مشابه
An Efficient Intrusion Detection Using Fast Hierarchical Relevance Vector Machine
Internet is a useful source of information in everyone’s daily activity. Internet becomes a globally used public network. Significance of Intrusion detection system (IDS) in computer network security is well proven. In order to protect the organization data, Intrusion Detection System (IDS) offers protection from external users and internal attackers. Intrusion detection is the processes of exa...
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Nowadays everyone needs Internet for their useful. So internet becomes a public network in the world wide. Intrusion Detection (ID) is the art of detecting inappropriate, incorrect, or anomalous activity. It is a security service that monitors and analyzes system events for the idea of finding, and providing near real-time or realtime notice of, attempts in order to access system resources in a...
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As the communication industry has connected distant corners of the globe using advances in network technology, intruders or attackers have also increased attacks on networking infrastructure commensurately. System administrators can attempt to prevent such attacks by using intrusion detection tools and systems. In recent years Machine Learning (ML) algorithms has been gaining popularity in Intr...
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Internet becomes very essential needs in today’s life because internet has become a public network world wide. The art of detecting inappropriate, incorrect, or anomalous activity is Intrusion Detection (ID). It is a security service which monitors and analyzes system events for finding, and creating a real-time or near real-time scenario, trials to access system resources in an unauthorized ma...
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The paper proposes a parallel SVM for detecting intrusions in computer network. The success of any Intrusion Detection System (IDS) is a complex problem due to its non-linearity and quantitative or qualitative traffic stream with irrelevant and unnecessary features. How to choose effective and key features of IDS is a very important topic in information security. Since the training data set siz...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2013
ISSN: 0975-8887
DOI: 10.5120/12772-9855