Lee & Hayes, PLLC
Detection and categorization of malicious URLs
This document describes techniques for using features extracted from a URL to detect a malicious URL and categorize the malicious URL as one of a phishing URL, a spamming URL, a malware URL or a multi-type attack URL. The techniques employ one or more machine learning algorithms to train classification models using a set of training data which includes a known set of benign URLs and a known set of malicious URLs. The classification models are then employed to detect and/or categorize a malicious URL.
Microsoft Corporation
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Heejo Hyunsang Bin Benjamin
Lee Choi Zhu