Patents by Inventor Ali Soylemezoglu

Ali Soylemezoglu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Using machine learning for classification of benign and malicious webpages
    Patent number: 10104113
    Abstract: In an embodiment, a data processing method providing an improvement in computer security, comprises selecting a uniform resource location (URL) for classification wherein the selected URL is associated with a webpage; determining a URL risk score for the selected URL; comparing the URL risk score to a URL risk threshold; in response to determining that the URL risk score exceeds the URL risk threshold, determining a maliciousness risk score for the webpage content associated with the selected URL; comparing the maliciousness risk score to a maliciousness risk threshold; and classifying the URL based on the comparison between the maliciousness risk score and the maliciousness risk threshold; in response to determining that the maliciousness risk score exceeds the maliciousness risk threshold, classifying the URL as malicious; in response to determining that the maliciousness risk score does not exceed the maliciousness risk threshold, classifying the URL as benign.
    Type: Grant
    Filed: May 26, 2016
    Date of Patent: October 16, 2018
    Assignee: Area 1 Security, Inc.
    Inventors: Peter Stein, Andrea Li, Tamar Weseley, Jesse Collins, Ali Soylemezoglu