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:
Sep. 16, 2025
Filed:
Dec. 01, 2023
Mcafee, Llc, San Jose, CA (US);
Shubham Jain, Beawar, IN;
Sidharth Pipriya, Bengaluru, IN;
Pratim Kumar Mukherjee, Bangalore, IN;
Anuj Khurana, Chandigarh, IN;
McAfee, LLC, San Jose, CA (US);
Abstract
Sample classification using natural language processing (NLP) models is disclosed herein. An example apparatus comprises interface circuitry, machine readable instructions, and programmable circuitry to at least one of instantiate or execute the machine readable instructions to access a set of instructions, the set of instructions representing executable instructions, determine an Application Programming Interface (API) call sequence based on the set of instructions, transmit the API call sequence to a NLP model, the NLP model to generate a set of tokens, the set of tokens representing the API call sequence, the set of tokens readable in the NLP model, and classify the API call sequence as clean or malicious based on the tokens, and classify the set of instructions as clean or malicious based on the classification of the API call sequence and at least one other feature of the set of instructions.