MX2023015248A - Deteccion de anomalias en sistemas de control mediante consenso de redes neuronales. - Google Patents

Deteccion de anomalias en sistemas de control mediante consenso de redes neuronales.

Info

Publication number
MX2023015248A
MX2023015248A MX2023015248A MX2023015248A MX2023015248A MX 2023015248 A MX2023015248 A MX 2023015248A MX 2023015248 A MX2023015248 A MX 2023015248A MX 2023015248 A MX2023015248 A MX 2023015248A MX 2023015248 A MX2023015248 A MX 2023015248A
Authority
MX
Mexico
Prior art keywords
control system
anomaly detection
neural network
system anomaly
network consensus
Prior art date
Application number
MX2023015248A
Other languages
English (en)
Inventor
Mitchell Thornton
Eric Larson
Theodore Manikas
Michael Taylor
Aviraj Sinha
Nathan Srirama
Original Assignee
Ironwood Cyber Inc
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Ironwood Cyber Inc filed Critical Ironwood Cyber Inc
Publication of MX2023015248A publication Critical patent/MX2023015248A/es

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06—Management of faults, events, alarms or notifications
    • H04L41/0604—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time
    • H04L41/0622—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time based on time
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14—Network analysis or design
    • H04L41/147—Network analysis or design for predicting network behaviour
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

En la presente se describen métodos, sistemas y plataformas que comprenden redes neuronales para la detección de anomalías en el sistema de control.
MX2023015248A 2021-06-16 2022-06-10 Deteccion de anomalias en sistemas de control mediante consenso de redes neuronales. MX2023015248A (es)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202163211281P 2021-06-16 2021-06-16
US202163275759P 2021-11-04 2021-11-04
PCT/US2022/032934 WO2022265923A1 (en) 2021-06-16 2022-06-10 Control system anomaly detection using neural network consensus

Publications (1)

Publication Number Publication Date
MX2023015248A true MX2023015248A (es) 2024-03-19

Family

ID=84489506

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2023015248A MX2023015248A (es) 2021-06-16 2022-06-10 Deteccion de anomalias en sistemas de control mediante consenso de redes neuronales.

Country Status (6)

Country Link
US (1) US11546205B1 (es)
EP (1) EP4356576A1 (es)
CA (1) CA3221679A1 (es)
IL (1) IL309318A (es)
MX (1) MX2023015248A (es)
WO (1) WO2022265923A1 (es)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116541794B (zh) * 2023-07-06 2023-10-20 中国科学技术大学 一种基于自适应图注意网络的传感器数据异常检测方法
CN116663434B (zh) * 2023-07-31 2023-12-05 江铃汽车股份有限公司 一种基于lstm深度神经网络的整车载荷分解方法

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US9594983B2 (en) * 2013-08-02 2017-03-14 Digimarc Corporation Learning systems and methods
WO2016190856A1 (en) * 2015-05-27 2016-12-01 Hewlett Packard Enterprise Development Lp Data validation
CN110325929B (zh) * 2016-12-07 2021-05-25 阿瑞路资讯安全科技股份有限公司 用于检测有线网络变化的信号波形分析的系统和方法
US10728265B2 (en) * 2017-06-15 2020-07-28 Bae Systems Information And Electronic Systems Integration Inc. Cyber warning receiver
WO2019049688A1 (ja) * 2017-09-06 2019-03-14 日本電信電話株式会社 異常音検知装置、異常モデル学習装置、異常検知装置、異常音検知方法、異常音生成装置、異常データ生成装置、異常音生成方法、およびプログラム
US11483324B2 (en) * 2017-11-30 2022-10-25 Shape Security, Inc. Detection of malicious activity using behavior data
US10548032B2 (en) * 2018-01-26 2020-01-28 Verizon Patent And Licensing Inc. Network anomaly detection and network performance status determination
US11934520B2 (en) * 2018-03-28 2024-03-19 Nvidia Corporation Detecting data anomalies on a data interface using machine learning
US10802942B2 (en) * 2018-12-28 2020-10-13 Intel Corporation Methods and apparatus to detect anomalies of a monitored system
US11557151B2 (en) * 2019-10-24 2023-01-17 Deere & Company Object identification on a mobile work machine
US11532168B2 (en) * 2019-11-15 2022-12-20 Nvidia Corporation Multi-view deep neural network for LiDAR perception
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US11507785B2 (en) * 2020-04-30 2022-11-22 Bae Systems Information And Electronic Systems Integration Inc. Anomaly detection system using multi-layer support vector machines and method thereof
US11392821B2 (en) * 2020-05-19 2022-07-19 Dell Products L.P. Detecting behavior patterns utilizing machine learning model trained with multi-modal time series analysis of diagnostic data
US11657122B2 (en) * 2020-07-16 2023-05-23 Applied Materials, Inc. Anomaly detection from aggregate statistics using neural networks
CN113298265B (zh) * 2021-05-22 2024-01-09 西北工业大学 一种基于深度学习的异构传感器潜在相关性学习方法

Also Published As

Publication number Publication date
US20220407769A1 (en) 2022-12-22
US11546205B1 (en) 2023-01-03
IL309318A (en) 2024-02-01
CA3221679A1 (en) 2022-12-22
WO2022265923A1 (en) 2022-12-22
EP4356576A1 (en) 2024-04-24

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