SYSTEM AND METHOD FOR CUSTOM SECURITY PREDICTIVE METHODS

Patent №

US 11,699,116

Granted

2023-07-11

Filed 2019

Owner

INTERSET SOFTWARE INC.

Lab

—

AI components

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16385128

A system and method is described for providing custom predictive models for detecting electronic security threats within an enterprise computer network. The custom models may be defined in a declarative language. The custom models, along with native models, may be combined together to provide custom machine learning (ML) use cases.

Machine learning Natural language Speech Knowledge representation Planning AI hardwareG06Q 10/0635G06F 3/0482G06F 18/2148G06F 18/2321G06F 21/566G06F 21/577G06N 20/00G06N 20/20

Google Patents

AI classification

Machine learning1.00

AI hardware1.00

Knowledge representation1.00

Natural language1.00

Planning0.92

Speech0.67

Vision0.05

Evolutionary computation0.00

Ownership

INTERSET SOFTWARE INC.

assignment · 528380972

Assignors

JOU, STEPHAN, DAIGLE, MARIO, PILKINGTON, SHAUN, CYZE, MICHAEL JOHN, MAHONIN, JOSH, LAWRENCE, WESLEY

On an employer assignment, the assignors are typically the inventors.

From the same owner

Approximate Aggregation QueriesUS 11,449,514 · 2022 EFFICIENT DETERMINATION OF EXPECTED MAXIMUM FOR ANOMALY DETECTIONUS 11,438,348 · 2022 PREDICTIVE ENTITY RESOLUTIONUS 11,218,487 · 2022 TRACKING FILE MOVEMENT IN A NETWORK ENVIRONMENTUS 11,151,087 · 2021 SYSTEMS AND METHODS FOR FILE FINGERPRINTINGUS 11,132,335 · 2021 AGGREGATION OF RISK SCORES ACROSS AD-HOC ENTITY POPULATIONSUS 10,887,335 · 2021 SYSTEMS AND METHODS FOR DISCRIMINATING BETWEEN HUMAN AND NON-HUMAN INTERACTIONS WITH COMPUTING DEVICES ON A COMPUTER NETWORKUS 10,868,823 · 2020 ANONYMIZATION OF SENSITIVE DATA FOR USE IN USER INTERFACESUS 10,754,983 · 2020

Cites (32)

SYSTEM ARCHITECTURE WITH VISUAL MODELING TOOL FOR DESIGNING AND DEPLOYING COMPLEX MODELS TO DISTRIBUTED COMPUTING CLUSTERSUS 11,080,435 · 2021 RECOMMENDATIONS BASED ON PREDICTIVE MODELUS 10,963,811 · 2021 PREDICTIVE MODEL FOR OVERALL NETWORK SECURITY RISKUS 10,848,515 · 2020 SYSTEM AND METHOD FOR DEPLOYING A DATA ANALYTICS MODEL IN A TARGET ENVIRONMENTUS 10,824,950 · 2020 VALIDATING A MACHINE LEARNING MODEL PRIOR TO DEPLOYMENTUS 10,810,512 · 2020 NON-LINEAR STOCHASTIC MODELS FOR PREDICTING EXPLOITABILITYUS 10,754,959 · 2020 SYSTEMS AND METHODS FOR SHARING, DISTRIBUTING, OR ACCESSING SECURITY DATA AND/OR SECURITY APPLICATIONS, MODELS, OR ANALYTICSUS 10,735,470 · 2020 VULNERABILITY LIFE CYCLE EXPLOITATION TIMING MODELINGUS 10,650,150 · 2020 Predictive Model Evaluation and Training Based on UtilityUS 10,515,313 · 2019 METHOD TO EFFICIENTLY APPLY PERSONALIZED MACHINE LEARNING MODELS BY SELECTING MODELS USING ACTIVE INSTANCE ATTRIBUTESUS 10,452,993 · 2019 System and Method for Providing Security in a Distributed Computation System Utilizing ContainersUS 10,397,255 · 2019 MACHINE FOR DEVELOPMENT OF ANALYTICAL MODELSUS 10,387,798 · 2019 SYSTEMS AND TECHNIQUES FOR DETERMINING THE PREDICTIVE VALUE OF A FEATUREUS 10,366,346 · 2019 SYSTEM FOR IMPLEMENTING THREAT DETECTION USING THREAT AND RISK ASSESSMENT OF ASSET-ACTOR INTERACTIONSUS 10,050,985 · 2018 NETWORK CONFIGURATION PREDICTIVE ANALYTICS ENGINEUS 9,923,787 · 2018 AUTOMATED INSIDER THREAT PREVENTIONUS 9,641,544 · 2017 CYBERSECURITY SYSTEMUS 9,306,965 · 2016 SYSTEM AND METHOD FOR EVALUATING AND ENHANCING THE SECURITY LEVEL OF A NETWORK SYSTEMUS 9,294,495 · 2016 PREDICTIVE ANALYTIC MODELING PLATFORMUS 9,189,747 · 2015 PREDICTIVE MODEL APPLICATION PROGRAMMING INTERFACEUS 9,020,861 · 2015 Internet Based Hosted System and Computer Readable Medium for Modeling AnalysisUS 8,977,720 · 2015 CUSTOMIZED PREDICTIVE ANALYTICAL MODEL TRAININGUS 8,762,299 · 2014 Dynamic Predictive Modeling PlatformUS 8,595,154 · 2013 PREDICTIVE ANALYTICAL MODELING FOR DATABASESUS 8,443,013 · 2013 PREDICTIVE ANALYTIC MODELING PLATFORMUS 8,438,122 · 2013

and 7 more

Related research

Cyber Security: Threat Detection Model based on Machine learning AlgorithmSemantic Scholar Cognitive Defense Cyber Attack Prediction and Security Design in Machine Learning ModelSemantic Scholar A Semantic Approach for Cyber Threat Prediction Using Machine LearningSemantic Scholar Network security prediction model using neural networksSemantic Scholar Machine Learning for Threat Recognition in Critical Cyber-Physical SystemsSemantic Scholar

Full text

Google Patents