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— Modern information technology is being increasingly used in the healthcare sector with the sole objective of enhancing the availability of improved medical services at a reduced costs. In this context, outsourcing of computation and storage resources using cloud infrastructure has become a potential alternative. Rural healthcare centers can largely(More)
Healthcare in developing countries has always been a major issue. In the Indian subcontinent the healthcare facilities are quite diverse as one travels from major cities to remote locations and to the rural areas. Whatever little healthcare has been possible in rural India is only because of the initiative of the Government or NGOs. No private player is(More)
Intrusion detection is an emerging area of research in the computer security and networks with the growing usage of internet in everyday life. Most intrusion detection systems (IDSs) mostly use a single classifier algorithm to classify the network traffic data as normal behaviour or anomalous. However, these single classifier systems fail to provide the(More)
— This paper applies discriminative multinomial Naïve Bayes with various filtering analysis in order to build a network intrusion detection system. For our experimental analysis, we used the new NSL-KDD dataset, which is considered as a modified dataset for KDDCup 1999 intrusion detection benchmark dataset. We perform 2 class classifications with 10-fold(More)
An intrusion is defined as a violation of the security policy of the system, and hence, intrusion detection mainly refers to the mechanisms that are developed to detect violations of system security policy. Recently, data mining techniques have gained importance in providing the valuable information which in turn can help to enhance the decision on(More)
—Cloud computing is an architecture for providing computing service via the internet on demand and pay per use access to a pool of shared resources namely networks, storage, servers, services and applications, without physically acquiring them. So it saves managing cost and time for organizations. Many industries, such as banking, healthcare and education(More)