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Phishing attack detection is a problem as new phishing URLs are created daily so Machine Learning is the best method for classification of these Malicious URLs. Therefore, we are using Machine Learning based detection system. In which phishing websites were identified by categorizing them with URL attributes such as length, special characters, directories, number of domain names. Even as we are analyzing live data,that we are gathering in databases to understand how the phishers misuse the internet.