Patents by Inventor Steve Rozzo

Steve Rozzo 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).

  • MACHINE LEARNING UNIFORM RESOURCE LOCATOR (URL) CLASSIFIER
    Publication number: 20250080580
    Abstract: Aspects of the disclosure relate to URL classification. A computing platform may receive, from an enterprise user device, a request to evaluate a URL. The computing platform may execute one or more feature enrichment actions on the URL to identify one or more data points corresponding to the URL, which may include crawling the URL to extract metadata for the URL. The computing platform may input, into a URL classification model, the one or more data points corresponding to the URL, which may cause the URL classification model to output a maliciousness score indicative of a degree to which the URL is malicious. The computing platform may send, to the enterprise user device, a malicious score notification and one or more commands directing the enterprise user device to display the malicious score notification, which may cause the enterprise user device to display the malicious score notification.
    Type: Application
    Filed: November 18, 2024
    Publication date: March 6, 2025
    Inventors: Steve Rozzo, Sarah Solieman
  • Machine learning uniform resource locator (URL) classifier
    Patent number: 12192235
    Abstract: Aspects of the disclosure relate to URL classification. A computing platform may receive, from an enterprise user device, a request to evaluate a URL. The computing platform may execute one or more feature enrichment actions on the URL to identify one or more data points corresponding to the URL, which may include crawling the URL to extract metadata for the URL. The computing platform may input, into a URL classification model, the one or more data points corresponding to the URL, which may cause the URL classification model to output a maliciousness score indicative of a degree to which the URL is malicious. The computing platform may send, to the enterprise user device, a malicious score notification and one or more commands directing the enterprise user device to display the malicious score notification, which may cause the enterprise user device to display the malicious score notification.
    Type: Grant
    Filed: April 4, 2022
    Date of Patent: January 7, 2025
    Assignee: Proofpoint, Inc.
    Inventors: Steve Rozzo, Sarah Solieman
  • MACHINE LEARNING UNIFORM RESOURCE LOCATOR (URL) CLASSIFIER
    Publication number: 20230319106
    Abstract: Aspects of the disclosure relate to URL classification. A computing platform may receive, from an enterprise user device, a request to evaluate a URL. The computing platform may execute one or more feature enrichment actions on the URL to identify one or more data points corresponding to the URL, which may include crawling the URL to extract metadata for the URL. The computing platform may input, into a URL classification model, the one or more data points corresponding to the URL, which may cause the URL classification model to output a maliciousness score indicative of a degree to which the URL is malicious. The computing platform may send, to the enterprise user device, a malicious score notification and one or more commands directing the enterprise user device to display the malicious score notification, which may cause the enterprise user device to display the malicious score notification.
    Type: Application
    Filed: April 4, 2022
    Publication date: October 5, 2023
    Inventors: Steve Rozzo, Sarah Solieman