Detection of Phishing websites using machine learning (KEY IJP************683)

• Dasari Likhitha

Abstract

Phishing attack is a simplest way to obtain sensitive information from innocent users. Aim of the phishers is to acquire critical information like username, password and bank account details. Cyber security persons are now looking for trustworthy and steady detection techniques for phishing websites detection. This deals with machine learning technology for detection of phishing URLs by extracting and analysing various features of legitimate and phishing URLs. Decision Tree, random forest and Support vector machine algorithms are used to detect phishing websites,it makes our lives easier, it leads to numerous security vulnerabilities to the Internet's private structure. it makes our lives easier, it leads to numerous security vulnerabilities to the Internet's private structure.