The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 06, 2024
Filed:
Oct. 28, 2021
Splunk Inc., San Francisco, CA (US);
Abhinav Mishra, San Francisco, CA (US);
Giovanni Mola, San Francisco, CA;
Ram Sriharsha, Oakland, CA (US);
Abraham Starosta, Miami, FL (US);
Zhaohui Wang, San Francisco, CA (US);
Splunk Inc., San Francisco, CA (US);
Abstract
A computerized method is disclosed that includes operations of training a machine learning model using a labeled training set of data, wherein the machine learning model is configured to classify domain name server (DNS) records, obtaining DNS record data including at least a first DNS Txt record, applying the trained machine learning model to the first DNS Txt record to classify the first DNS Txt record and responsive to the classification of the first DNS Txt record, generating a flag for a system administrator. The trained machine learning model may classify the first DNS Txt record using logistic regression. In some instances, applying the trained machine learning model to the first DNS Txt record includes performing a tokenizing operation on the first DNS Txt record to generate a tokenized first DNS Txt record.