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:
Apr. 08, 2025
Filed:
Mar. 24, 2021
Mayachitra, Inc., Santa Barbara, CA (US);
Tajuddin Manhar Mohammed, Goleta, CA (US);
Lakshmanan Nataraj, Chennai, IN;
Bangalore S. Manjunath, Santa Barbara, CA (US);
Shivkumar Chandrasekaran, Santa Barbara, CA (US);
Mayachitra, Inc., Santa Barbara, CA (US);
Abstract
Systems and methods herein describe a malware visualization system that is configured to access a computer file, generate a first image of the computer file, determine a frequency count of bi-grams in the computer file, compute a discrete cosine transform (DCT) of the frequency count of bi-grams, generate a second image of the computer file based on the DCT of the frequency count of bi-grams, analyze the first image and the second image using an image classification neural network and generate a classification of the computer file.