Using Machine Learning to Detect Malicious URLs

With the growth of Machine Learning in the past few years, many tasks are being done with the help of machine learning algorithms. Unfortunately or fortunately, there has been little work done on security with machine learning algorithms. So I thought of presenting some at Fsecurify. A few days ago, I had this idea about what if we could detect a malicious URL from a non-malicious URL using some machine learning algorithm. There has been some research done on the topic so I thought that I should give it a go and implement something from scratch.