Patent US 11,625,485

Patent №

US 11,625,485

Granted

—

Owner

—

Lab

—

AI components

ml · kr · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

16849808

View graph

There is provided a system and a computer-implemented method of detecting malware in real time in a live environment. The method comprises: monitoring one or more operations of at least one program concurrently running in the live environment, building at least one stateful model in accordance with the one or more operations, analyzing the at least one stateful model to identify one or more behaviors, and determining the presence of malware based on the identified one or more behaviors.

Machine learning Knowledge representation AI hardwareG06F 21/566G06F 21/56

Google Patents

AI classification

AI hardware1.00

Knowledge representation0.99

Machine learning0.93

Planning0.33

Natural language0.06

Evolutionary computation0.01

Vision0.00

Speech0.00

Cites (137)

METHODS, SYSTEMS, AND DEVICES FOR DYNAMICALLY MODELING AND GROUPING ENDPOINTS FOR EDGE NETWORKINGUS 11,522,894 · 2022 Implementing Decoys In A Network EnvironmentUS 11,470,115 · 2022 Distributed Agent Based Model For Security Monitoring And ResponseUS 11,171,974 · 2021 FORENSIC ANALYSISUS 11,032,301 · 2021 SYSTEMS AND METHODS FOR PREVENTIVE RANSOMWARE DETECTION USING FILE HONEYPOTSUS 10,938,854 · 2021 SYSTEMS AND METHODS FOR CENTRALLY MANAGED HOST AND NETWORK FIREWALL SERVICESUS 10,826,941 · 2020 IMPLEMENTING DECOYS IN NETWORK ENDPOINTSUS 10,609,074 · 2020 DECEIVING ATTACKERS IN ENDPOINT SYSTEMSUS 10,599,842 · 2020 AUTOMATIC THREAT DETECTION OF EXECUTABLE FILES BASED ON STATIC DATA ANALYSISUS 10,599,844 · 2020 CONFIGURATION AND DEPLOYMENT OF DECOY CONTENT OVER A NETWORKUS 10,574,698 · 2020 AUTHENTICATION INCIDENT DETECTION AND MANAGEMENTUS 10,542,044 · 2020 MONITORING ACCESS OF NETWORK DARKSPACEUS 10,476,891 · 2019 DETECTING ATTACKERS WHO TARGET CONTAINERIZED CLUSTERSUS 10,382,484 · 2019 DETECTING AND PREVENTING EXECUTION OF SOFTWARE EXPLOITSUS 10,284,591 · 2019 METHOD AND APPARATUS FOR PROVIDING FORENSIC VISIBILITY INTO SYSTEMS AND NETWORKSUS 10,257,224 · 2019 RANSOMWARE DETECTION AND DAMAGE MITIGATIONUS 10,169,586 · 2019 METHOD OF REMEDIATING A PROGRAM AND SYSTEM THEREOF BY UNDOING OPERATIONSUS 10,102,374 · 2018 INTEGRATING A HONEY NETWORK WITH A TARGET NETWORK TO COUNTER IP AND PEER-CHECKING EVASION TECHNIQUESUS 10,044,675 · 2018 PROACTIVE BROWSER CONTENT ANALYSISUS 10,025,928 · 2018 DATABASE DECEPTION IN DIRECTORY SERVICESUS 9,942,270 · 2018 Delivering Personalized Content Based on Geolocation Information in a Social Graph with Sharing Activity of Users of the Open WebUS 9,898,763 · 2018 METHOD AND SYSTEM FOR MITIGATING THE EFFECTS OF RANSOMWAREUS 9,888,032 · 2018 MOBILE DEVICE MONITORING AND CONTROL SYSTEMUS 9,877,210 · 2018 SYSTEMS AND METHODS FOR CLASSIFICATION OF INTERNET DEVICES AS HOSTILE OR BENIGNUS 9,807,092 · 2017 SYSTEM AND A METHOD FOR IDENTIFYING THE PRESENCE OF MALWARE AND RANSOMWARE USING MINI-TRAPS SET AT NETWORK ENDPOINTSUS 9,807,115 · 2017

and 112 more

Related research

PhD Forum: Deep Learning-Based Real-Time Malware Detection with Multi-Stage AnalysisSemantic Scholar A Machine Learning Approach for Real Time Android Malware DetectionSemantic Scholar An Improved Process Supervision and Control Method for Malware DetectionSemantic Scholar Application of Deep Learning Models for Real-Time Automatic Malware DetectionSemantic Scholar Real Time Multistage Attack Detection Leveraging Machine Learning and MITRE FrameworkSemantic Scholar

Full text

Google Patents