ANOMALY DETECTION IN REAL-TIME MULTI-THREADED PROCESSES ON EMBEDDED SYSTEMS AND DEVICES USING HARDWARE PERFORMANCE COUNTERS AND/OR STACK TRACES

Patent №

US 12,450,353

Granted

2025-10-21

Filed 2023

Owner

NEW YORK UNIVERSITY

Lab

AI components

0

Assignment

None on record

Dataset

AIPD

Application

18225080

An aspect of behavior of an embedded system may be determined by (a) determining a baseline behavior of the embedded system from a sequence of patterns in real-time digital measurements extracted from the embedded system; (b) extracting, while the embedded system is operating, real-time digital measurements from the embedded system; (c) extracting features from the real-time digital measurements extracted from the embedded system while the embedded system was operating; and (d) determining the aspect of the behavior of the embedded system by analyzing the extracted features with respect to features of the baseline behavior determined.

G06F 21/57G06N 20/00G06N 20/10G06N 7/01G06F 18/214G06N 3/044G06F 11/006G06F 11/0721+15 more

Ownership

NEW YORK UNIVERSITY

From the same owner

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