CA3070309C - Improved anomaly detection - Google Patents
Improved anomaly detection Download PDFInfo
- Publication number
- CA3070309C CA3070309C CA3070309A CA3070309A CA3070309C CA 3070309 C CA3070309 C CA 3070309C CA 3070309 A CA3070309 A CA 3070309A CA 3070309 A CA3070309 A CA 3070309A CA 3070309 C CA3070309 C CA 3070309C
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- physical entity
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- values
- anomaly
- communication module
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Classifications
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
- G06F16/2365—Ensuring data consistency and integrity
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/554—Detecting local intrusion or implementing counter-measures involving event detection and direct action
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/552—Detecting local intrusion or implementing counter-measures involving long-term monitoring or reporting
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
- G06F16/2379—Updates performed during online database operations; commit processing
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/27—Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
- G06F16/278—Data partitioning, e.g. horizontal or vertical partitioning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/556—Detecting local intrusion or implementing counter-measures involving covert channels, i.e. data leakage between processes
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/018—Certifying business or products
- G06Q30/0185—Product, service or business identity fraud
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
- G06Q40/08—Insurance
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- General Engineering & Computer Science (AREA)
- Software Systems (AREA)
- Databases & Information Systems (AREA)
- Computer Security & Cryptography (AREA)
- Data Mining & Analysis (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Strategic Management (AREA)
- Marketing (AREA)
- Economics (AREA)
- General Business, Economics & Management (AREA)
- Development Economics (AREA)
- Computing Systems (AREA)
- Computer Hardware Design (AREA)
- Technology Law (AREA)
- Artificial Intelligence (AREA)
- Medical Informatics (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Entrepreneurship & Innovation (AREA)
- Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Debugging And Monitoring (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP17188880.3 | 2017-08-31 | ||
| EP17188880.3A EP3451219A1 (en) | 2017-08-31 | 2017-08-31 | Improved anomaly detection |
| PCT/EP2018/073481 WO2019043163A1 (en) | 2017-08-31 | 2018-08-31 | Improved anomaly detection |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CA3070309A1 CA3070309A1 (en) | 2019-03-07 |
| CA3070309C true CA3070309C (en) | 2024-01-02 |
Family
ID=59772441
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA3070309A Active CA3070309C (en) | 2017-08-31 | 2018-08-31 | Improved anomaly detection |
Country Status (9)
| Country | Link |
|---|---|
| US (2) | US11194787B2 (enExample) |
| EP (2) | EP3451219A1 (enExample) |
| JP (1) | JP7224339B2 (enExample) |
| AU (1) | AU2018326573B2 (enExample) |
| CA (1) | CA3070309C (enExample) |
| ES (1) | ES2877112T3 (enExample) |
| HU (1) | HUE054547T2 (enExample) |
| IL (1) | IL272764B2 (enExample) |
| WO (1) | WO2019043163A1 (enExample) |
Families Citing this family (55)
| Publication number | Priority date | Publication date | Assignee | Title |
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| US12099571B2 (en) * | 2018-01-18 | 2024-09-24 | Ge Infrastructure Technology Llc | Feature extractions to model large-scale complex control systems |
| WO2020008339A1 (en) * | 2018-07-02 | 2020-01-09 | 3M Innovative Properties Company | Sensing system and method for monitoring time-dependent processes |
| US10818386B2 (en) * | 2018-11-21 | 2020-10-27 | Enlitic, Inc. | Multi-label heat map generating system |
| CA3125449A1 (en) * | 2018-12-31 | 2020-07-09 | Tempus Labs | A method and process for predicting and analyzing patient cohort response, progression, and survival |
| US11875903B2 (en) | 2018-12-31 | 2024-01-16 | Tempus Labs, Inc. | Method and process for predicting and analyzing patient cohort response, progression, and survival |
| CN109951554A (zh) * | 2019-03-25 | 2019-06-28 | 北京理工大学 | 信息安全技术竞赛实时反作弊方法 |
| US11444964B2 (en) | 2019-06-04 | 2022-09-13 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and arrangement for detecting anomalies in network data traffic |
| CN110458713B (zh) * | 2019-07-05 | 2023-10-13 | 中国平安人寿保险股份有限公司 | 模型监控方法、装置、计算机设备及存储介质 |
| WO2021014029A1 (es) * | 2019-07-22 | 2021-01-28 | Telefónica Iot & Big Data Tech, S.A. | Método para detectar anomalías en comunicaciones de datos |
| CN110516815B (zh) | 2019-08-29 | 2025-03-07 | 腾讯科技(深圳)有限公司 | 人工智能推荐模型的特征处理方法、装置及电子设备 |
| US11271958B2 (en) * | 2019-09-20 | 2022-03-08 | International Business Machines Corporation | Efficient unsupervised anomaly detection on homomorphically encrypted data |
| US11755734B2 (en) * | 2019-09-30 | 2023-09-12 | Mcafee, Llc | Analysis priority of objects from cross-sectional variance |
| US11475024B2 (en) | 2019-10-18 | 2022-10-18 | Splunk Inc. | Anomaly and outlier explanation generation for data ingested to a data intake and query system |
| US11620157B2 (en) | 2019-10-18 | 2023-04-04 | Splunk Inc. | Data ingestion pipeline anomaly detection |
| WO2021084286A1 (en) * | 2019-10-30 | 2021-05-06 | Citrix Systems, Inc. | Root cause analysis in multivariate unsupervised anomaly detection |
| CN110852860B (zh) * | 2019-11-15 | 2024-11-08 | 北京优途豪程汽车科技发展有限公司 | 车辆维修报销行为异常检测方法、设备及存储介质 |
| US11582249B2 (en) | 2019-11-27 | 2023-02-14 | Telefonaktiebolaget Lm Ericsson (Publ) | Computer-implemented method and arrangement for classifying anomalies |
| US11556568B2 (en) * | 2020-01-29 | 2023-01-17 | Optum Services (Ireland) Limited | Apparatuses, methods, and computer program products for data perspective generation and visualization |
| US11312374B2 (en) * | 2020-01-31 | 2022-04-26 | International Business Machines Corporation | Prediction of accident risk based on anomaly detection |
| US11423227B2 (en) * | 2020-02-13 | 2022-08-23 | International Business Machines Corporation | Weak supervised abnormal entity detection |
| US11647030B2 (en) * | 2020-02-21 | 2023-05-09 | Intuit Inc. | Detecting fraud rings in information technology systems |
| US10826927B1 (en) | 2020-03-05 | 2020-11-03 | Fmr Llc | Systems and methods for data exfiltration detection |
| US11179644B2 (en) | 2020-03-30 | 2021-11-23 | Electronic Arts Inc. | Videogame telemetry data and game asset tracker for session recordings |
| EP3896543A1 (en) * | 2020-04-15 | 2021-10-20 | Siemens Aktiengesellschaft | Device for evaluating a classification made for a measured data point |
| US11446570B2 (en) | 2020-05-08 | 2022-09-20 | Electronic Arts Inc. | Automated test multiplexing system |
| US12174689B1 (en) * | 2020-05-18 | 2024-12-24 | University Of South Florida | System and method for online multivariate anomaly detection and localization |
| US12066883B2 (en) * | 2020-05-19 | 2024-08-20 | Electronic Arts Inc. | Glitch detection system |
| US11620578B2 (en) * | 2020-07-08 | 2023-04-04 | Vmware, Inc. | Unsupervised anomaly detection via supervised methods |
| US11475332B2 (en) * | 2020-07-12 | 2022-10-18 | International Business Machines Corporation | Selecting forecasting models by machine learning based on analysis of model robustness |
| US11663176B2 (en) | 2020-07-31 | 2023-05-30 | Splunk Inc. | Data field extraction model training for a data intake and query system |
| US12205022B2 (en) | 2020-07-31 | 2025-01-21 | Splunk Inc. | Data field extraction by a data intake and query system |
| US11704490B2 (en) | 2020-07-31 | 2023-07-18 | Splunk Inc. | Log sourcetype inference model training for a data intake and query system |
| CN111951027A (zh) * | 2020-08-14 | 2020-11-17 | 上海冰鉴信息科技有限公司 | 具有欺诈风险的企业识别方法及装置 |
| US20220092064A1 (en) * | 2020-09-21 | 2022-03-24 | International Business Machines Corporation | Sample pair selection in entity matching analysis |
| WO2022073116A1 (en) * | 2020-10-06 | 2022-04-14 | Bank Of Montreal | Systems and methods for predicting operational events |
| US11824877B2 (en) * | 2020-11-10 | 2023-11-21 | Armis Security Ltd. | System and method for anomaly detection interpretation |
| US11687438B1 (en) | 2021-01-29 | 2023-06-27 | Splunk Inc. | Adaptive thresholding of data streamed to a data processing pipeline |
| US20240185965A1 (en) * | 2021-03-31 | 2024-06-06 | Sunovion Pharmaceuticals Inc. | Computational Model and Methods for Selecting Clinical Trial Subjects to Reduce Heterogeneity |
| US20220382833A1 (en) * | 2021-05-13 | 2022-12-01 | Airhop Communications, Inc. | Methods and apparatus for automatic anomaly detection |
| US20220374736A1 (en) * | 2021-05-21 | 2022-11-24 | Humana Inc. | Machine learning platform for optimizing communication resources for communicating with users |
| US12136484B2 (en) | 2021-11-05 | 2024-11-05 | Altis Labs, Inc. | Method and apparatus utilizing image-based modeling in healthcare |
| US20230186075A1 (en) * | 2021-12-09 | 2023-06-15 | Nutanix, Inc. | Anomaly detection with model hyperparameter selection |
| US11979421B2 (en) * | 2021-12-31 | 2024-05-07 | International Business Machines Corporation | Cluster-based outlier scoring of network traffic |
| US12182255B2 (en) * | 2022-01-31 | 2024-12-31 | Walmart Apollo, Llc | Systems and methods for automated rule-based detection |
| CN114661795B (zh) * | 2022-03-30 | 2024-12-31 | 华北水利水电大学 | 基于folof算法的运动员离群点解释方法及装置 |
| KR102766355B1 (ko) * | 2022-04-22 | 2025-02-13 | 한국수력원자력 주식회사 | 딥러닝 기반의 방사성핵종 이상탐지 방법 |
| US12470593B2 (en) | 2022-07-11 | 2025-11-11 | Armis Security Ltd. | Malicious lateral movement detection using remote system protocols |
| EP4310727A1 (en) * | 2022-07-20 | 2024-01-24 | Thesee | Improved online scoring |
| US11995068B1 (en) | 2023-05-03 | 2024-05-28 | International Business Machines Corporation | Anomaly detection of entity behavior |
| CN116304962B (zh) * | 2023-05-25 | 2023-08-04 | 湖南东润智能仪表有限公司 | 一种用于水表计量数据的智能异常监测方法 |
| US12468739B2 (en) * | 2023-10-27 | 2025-11-11 | Protegrity Us Holding, Llc | Detection of susceptibility of membership inference attacks on synthetic data |
| WO2025192637A1 (ja) * | 2024-03-14 | 2025-09-18 | 日本電気株式会社 | 監視システム |
| KR102867814B1 (ko) * | 2024-03-28 | 2025-10-13 | 주식회사 엘지유플러스 | 이상 탐지를 위한 방법, 이를 위한 기기, 저장매체 및 컴퓨터 프로그램 |
| US20250307844A1 (en) * | 2024-04-02 | 2025-10-02 | MediConCen Limited | Generative AI Based Medical Insurance Claim Fraud Wastage and Abuse Detection System |
| CN118426997B (zh) * | 2024-06-28 | 2024-10-18 | 北京云成金融信息服务有限公司 | 一种用于异常数据的定位及溯源方法 |
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| US6269375B1 (en) * | 1998-04-01 | 2001-07-31 | International Business Machines Corporation | Rebalancing partitioned data |
| US6260036B1 (en) * | 1998-05-07 | 2001-07-10 | Ibm | Scalable parallel algorithm for self-organizing maps with applications to sparse data mining problems |
| US7380039B2 (en) * | 2003-12-30 | 2008-05-27 | 3Tera, Inc. | Apparatus, method and system for aggregrating computing resources |
| WO2007098426A2 (en) | 2006-02-17 | 2007-08-30 | Test Advantage, Inc. | Methods and apparatus for data analysis |
| JP2012208710A (ja) | 2011-03-29 | 2012-10-25 | Panasonic Corp | 属性推定装置 |
| US9694286B2 (en) * | 2014-02-27 | 2017-07-04 | Mohammad Iman Khabazian | Anomaly detection for rules-based system |
| US9489630B2 (en) * | 2014-05-23 | 2016-11-08 | DataRobot, Inc. | Systems and techniques for predictive data analytics |
| US20160379309A1 (en) | 2015-06-24 | 2016-12-29 | IGATE Global Solutions Ltd. | Insurance Fraud Detection and Prevention System |
| DE102015114015A1 (de) | 2015-08-24 | 2017-03-02 | Carl Zeiss Ag | Maschinelles lernen |
| US10045218B1 (en) * | 2016-07-27 | 2018-08-07 | Argyle Data, Inc. | Anomaly detection in streaming telephone network data |
| US10402396B2 (en) * | 2016-10-20 | 2019-09-03 | Microsoft Technology Licensing, Llc | Online fraud detection system in an electronic content exchange |
| JP6185206B1 (ja) | 2017-05-31 | 2017-08-23 | オーナンバ株式会社 | 太陽光発電システムの異常または異常の予兆を検出するための方法及び装置 |
| SG11202010731VA (en) * | 2018-05-06 | 2020-11-27 | Strong Force Tx Portfolio 2018 Llc | Methods and systems for improving machines and systems that automate execution of distributed ledger and other transactions in spot and forward markets for energy, compute, storage and other resources |
-
2017
- 2017-08-31 EP EP17188880.3A patent/EP3451219A1/en not_active Withdrawn
-
2018
- 2018-08-31 EP EP18765600.4A patent/EP3676740B1/en active Active
- 2018-08-31 AU AU2018326573A patent/AU2018326573B2/en active Active
- 2018-08-31 ES ES18765600T patent/ES2877112T3/es active Active
- 2018-08-31 JP JP2020511746A patent/JP7224339B2/ja active Active
- 2018-08-31 WO PCT/EP2018/073481 patent/WO2019043163A1/en not_active Ceased
- 2018-08-31 US US16/643,056 patent/US11194787B2/en active Active
- 2018-08-31 CA CA3070309A patent/CA3070309C/en active Active
- 2018-08-31 HU HUE18765600A patent/HUE054547T2/hu unknown
-
2020
- 2020-02-19 IL IL272764A patent/IL272764B2/en unknown
-
2021
- 2021-09-14 US US17/474,812 patent/US11599524B2/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| US20200334228A1 (en) | 2020-10-22 |
| EP3451219A1 (en) | 2019-03-06 |
| IL272764A (en) | 2020-04-30 |
| HUE054547T2 (hu) | 2021-09-28 |
| JP2020532010A (ja) | 2020-11-05 |
| IL272764B2 (en) | 2023-05-01 |
| CA3070309A1 (en) | 2019-03-07 |
| IL272764B1 (en) | 2023-01-01 |
| US11194787B2 (en) | 2021-12-07 |
| AU2018326573A1 (en) | 2020-02-06 |
| EP3676740B1 (en) | 2021-04-14 |
| US11599524B2 (en) | 2023-03-07 |
| EP3676740A1 (en) | 2020-07-08 |
| US20220050820A1 (en) | 2022-02-17 |
| JP7224339B2 (ja) | 2023-02-17 |
| WO2019043163A1 (en) | 2019-03-07 |
| ES2877112T3 (es) | 2021-11-16 |
| AU2018326573B2 (en) | 2022-12-08 |
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| EEER | Examination request |
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