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- Xlminer analysis toolpak excel fourier transform how to#
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Forecasting is much more than projecting a series mechanically into future. A method for translating past experience into estimates of the future. The data collector which collects data through vulnerability scanners and the data analyzer which analyses data collected through forecasting techniques.1 Forecasting Techniques Forecasting is a prediction of what will occur in the future, and it is an uncertain process. Statistical models are used for predictions purposes the models used for predictions do have two main components according to Somak and Gosh (7). 7, July, 1 depending on their severity and impact which could lead to an efficient risk management procedure. 117ΔΆ International Journal of Engineering and Technology (IJET) Volume No. The aim of Vulnerability Prediction is to predict the number of known vulnerabilities that could occur and may be give a ranking of these vulnerabilities ISSN: IJET Publications UK. VULNERABILITY PREDICTION Somak and Gosh (7) defined vulnerability predictions as an attempt to identify potential vulnerable areas on hosts across a network and the extent to which such areas on host will be vulnerable over a specific period of time in the near future. At present there are several vulnerability scanners available as both commercial and freeware, like Nessus, SAINT, ISS (Backley, 1989, Rich ). These vulnerability scanners are able to identify the potential flaws in the system.
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Vulnerability scanners are used to identify those vulnerabilities. the systems and other resources shared including files and information shared on the network. Network security threats are those threats associated with networked systems, the threats are launched on the resources of the network, i.e. Where the physical threats are seen as more than just network media and servers they also talk about clients and client environment. Security threats can be categorized into Physical security threats and Network security threats. Mark (1997) described Security threats as those threats that break through the security mechanism of an organization s network due to the vulnerability of the network. Vulnerabilities are weaknesses in a LAN that can be exploited by a threat therefore breaking the network securities and posing more threats or danger to the security of the LAN, this results to security threats. As LAN technology expands through organizations, the organizations security becomes more porous, they are exposed to various threats than what it used to be. Now LANs logically and physically extend data, processing and communications facilities across the organization. Prior to the use of LANs most processing and communication were centralized even the information and control of that information were centralized as well. Local area networks have become a major tool to many organizations in meeting data processing and data communication needs, since it is a user network whereby data is sent at high rates between people located relatively close to each other. A LAN in turn often connects to other LANs, and to the Internet or other WAN (Bradley, 8).
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This is useful for sharing resources like files, printers, games or other applications. INTRODUCTION Local Area Network (LAN) supplies networking capability to a group of computers in close proximity to each other. Keywords: LAN, hacking, eavesdropping, vulnerabilities, threats 1. Finally, a comparative analysis of the results from the statistical model (Econometric model) employed was carried out with that of the previous statistical model (Box and Jenkins model). Data from two case studies of a previous research were sampled. This work focuses on predicting vulnerablities of Local Area Network (LAN) that is likely to occur in nearest future with the use of Econometric method(regression Model) on previous or historical data gathered from the Local Area Network (LAN).
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When an organisation becomes aware of vulnerabilities that can be exploited on its LAN, the organisation becomes prepared on how to maintain and prevent further exploitation by malicious users. Vulnerability scanners now play a major role in identifying vulnerabilities or threats that exist across an organisations Local Area Network.
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This is as a result of the increase in the rate of spoofing, hacking, eavesdroping, password breaking among others. 1,3,4 Federal University of Technology, Akure Adeyemi College of Education, Ondo ABSTRACT In this dispensation, security of data and information has become a great threat to organisations involved in the use of networking. 7, July, 1 Security Threats Prediction on Local Area Network Using Regression Model 1 Alese B.K., Osisanwo F.Y 3 Fasoranbaku O., 4 Adetunmbi A.O. 1 International Journal of Engineering and Technology Volume No.