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.

Date of Patent:
Jul. 14, 2026

Filed:

Nov. 11, 2024
Applicant:

Index Engines Inc., Holmdel, NJ (US);

Inventors:

Ben Henry Mcmillan, Jr., Middletown, NJ (US);

Jairo Orlando Esteban, Freehold, NJ (US);

Assignee:

Index Engines Inc., Holmdel, NJ (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01);
U.S. Cl.
CPC ...
G06F 21/554 (2013.01); G06F 2221/034 (2013.01);
Abstract

Systems and methods are provided for detecting an anomalous file in a dataset of files utilizing a set of computer resources executing instructions to establish computer processes. The computer processes include, for each file in the dataset, evaluating the file to produce a file profile, using the file profile to develop a score for the file as to its specific type, and processing the score in a machine learning model trained on anomalous file data to generate a probability that the file has an anomaly for the specific type.


Find Patent Forward Citations

Mcmillan, Jr., Ben. (2026). Anomalous file detection (U.S. Patent No. 12682054). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12682054

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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