Effective Concept for Detection of Web Based Attacks Using ID3 Algorithm

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Provided by: International Journal of Computer Science and Mobile Computing (IJCSMC)
Topic: Big Data
Format: PDF
In data mining technique Decision Tree is an important method of Classification, it is used for prediction and forecasting from historical data. ID3 is one of the popular decision tree algorithm, ID3 algorithm has been used broadly for its simple idea, effectiveness and efficiency. In this paper, the authors proposed and implemented effective methods for detection of web based attacks using improved ID3 algorithm. With the advent of network and the e-commerce technologies they are depends on e-transactions, so the internet works using browsers, attacker has to attacks on the websites and the web servers, at the web server it maintains the log file which consists of web application queries.
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