Automating the Detection of Malicious URLs

Hi All.

I am a Machine Learning Engineer, with zero knowledge in cybersecurity. I have been tasked to automate the detection of malicious URLs for end users, using machine learning techniques. Can you all please advise me on how to proceed?

I have actually gone through some research papers on this. As far as I can tell, they are not using much of cybersecurity domain knowledge. They are only using some statistical properties like length of URL, frequency of special …

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