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:
Mar. 25, 2025
Filed:
Apr. 23, 2021
Mordecai Barkan, Palo Alto, CA (US);
Mordecai Barkan, Palo Alto, CA (US);
Abstract
Typical implementations of anomaly detection algorithms as means to detect failure of elements of the network are based on excessive processing due to AI and machine learning techniques adopted for big data analysis. Contrary to such approach, careful study of a network, particularly sensor and actuator rich network, allow for an efficient implementation-lower processing requirements and achieving better ratio of Probability-of-Detection (PD) to False-Alarm-Rate (FAR)—by segmentation of the data layers (grouping) and implement processing on smaller groups of data, eliminating unnecessary data values that add to the 'noise'. Two different anomaly detection algorithm are employed: one detects anomaly of system and the other identifies defected programs, particularly by malware.