Rapid7, Inc.

Suchin Gururangan

Roy Donald Hodgman

Aditya Kuppa

Andrew Reece

A method and system for classifying malicious locators where a processor is trained on a set of known malicious locators using a non-supervised learning procedure. Once trained, the processor may classify new locators as being generated by a particular generation kit.

Classifying locator generation kits

Methods and systems for neutralizing malicious locators. Threat actors may shut down their web pages or applications (i.e., resources) that serve malicious content upon receiving request(s) configured to be perceived by the resource as non-browser requests. Therefore, initiating (large-scale) non-browser requests, or requests that are at least perceived as non-browser requests, may effectively act to inhibit, or even nullify, intended attack vectors.

Neutralizing malicious locators

Methods and systems for classifying malicious locators. A processor is trained on a set of known malicious locators using a non-supervised learning procedure. Once trained, the processor may classify new locators as being generated by a particular generation kit.

Methods and systems for identifying malicious URIs. The system accepts a list of URIs as input and extracts features related to a given URI and uses the features to discover patterns that indicate malicious content. Once trained, the classifier can then classify new inputs as either malicious or non-malicious.

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Somerville, MA, United States of America

Suchin Gururangan