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Malicious Web sites generally promote the boom of Internet crook things to do and constrain the improvement of Web services. As a result, there has been robust motivation to advance systemic answer to stopping the person from traveling such Web sites. It is recommended to know based totally method to classifying Web websites into three classes: Benign, Spam and Malicious. Our mechanism solely analyzes the Uniform Resource Locator (URL) itself except gaining access to the content material of Web sites. Thus, it eliminates the run-time latency and the opportunity of exposing customers to the browser based totally vulnerabilities. By using gaining knowledge of algorithms, our scheme achieves higher overall performance on generality and insurance in contrast with blacklisting service. URLs of the web sites are separated into three classes: Benign: Safe web sites with regular services. Spam: Website performs the act of trying to flood the consumer with advertising and marketing or web sites such as pretend surveys and on line relationship etc. Malware: Website created by way of attackers to disrupt laptop operation, acquire touchy information, or achieve get admission to to personal pc systems.