GB2558534B - Detecting a bad data injection event within an industrial control system - Google Patents

Detecting a bad data injection event within an industrial control system Download PDF

Info

Publication number
GB2558534B
GB2558534B GB1618862.5A GB201618862A GB2558534B GB 2558534 B GB2558534 B GB 2558534B GB 201618862 A GB201618862 A GB 201618862A GB 2558534 B GB2558534 B GB 2558534B
Authority
GB
United Kingdom
Prior art keywords
detecting
control system
industrial control
injection event
bad data
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.)
Active
Application number
GB1618862.5A
Other versions
GB2558534A (en
Inventor
Jiang Jing
Sun Hongjian
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
University of Durham
Original Assignee
University of Durham
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 University of Durham filed Critical University of Durham
Priority to GB1618862.5A priority Critical patent/GB2558534B/en
Publication of GB2558534A publication Critical patent/GB2558534A/en
Application granted granted Critical
Publication of GB2558534B publication Critical patent/GB2558534B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
    • G05B23/0232—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions based on qualitative trend analysis, e.g. system evolution
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0275—Fault isolation and identification, e.g. classify fault; estimate cause or root of failure
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06F21/52—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems during program execution, e.g. stack integrity ; Preventing unwanted data erasure; Buffer overflow
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/33—Director till display
    • G05B2219/33234—Detect bad data transfer
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P80/00—Climate change mitigation technologies for sector-wide applications
    • Y02P80/10—Efficient use of energy, e.g. using compressed air or pressurized fluid as energy carrier

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Computer Hardware Design (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
GB1618862.5A 2016-11-08 2016-11-08 Detecting a bad data injection event within an industrial control system Active GB2558534B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB1618862.5A GB2558534B (en) 2016-11-08 2016-11-08 Detecting a bad data injection event within an industrial control system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB1618862.5A GB2558534B (en) 2016-11-08 2016-11-08 Detecting a bad data injection event within an industrial control system

Publications (2)

Publication Number Publication Date
GB2558534A GB2558534A (en) 2018-07-18
GB2558534B true GB2558534B (en) 2022-04-13

Family

ID=62623025

Family Applications (1)

Application Number Title Priority Date Filing Date
GB1618862.5A Active GB2558534B (en) 2016-11-08 2016-11-08 Detecting a bad data injection event within an industrial control system

Country Status (1)

Country Link
GB (1) GB2558534B (en)

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109344610B (en) * 2018-08-31 2020-09-11 中国科学院信息工程研究所 Method and device for detecting sequence attack
EP3770785B1 (en) 2019-07-25 2023-10-11 Siemens Aktiengesellschaft Method for detecting bad data injections attacks in an industial control system
CN111917569B (en) * 2020-05-25 2022-07-08 杭州电子科技大学 Method for evaluating network attack resistance stability of power system by using missed report attack model
WO2022086176A1 (en) * 2020-10-21 2022-04-28 포항공과대학교 산학협력단 Method for distribution of phasor-aided state estimation to monitor operating state of large scale power system and method for processing defect data in mixed distributed state estimation by using same
CN112541679B (en) * 2020-12-14 2024-06-28 国网辽宁省电力有限公司经济技术研究院 Protection method for power grid under load redistribution attack
US20230050490A1 (en) * 2021-08-04 2023-02-16 Abb Schweiz Ag Systems and Methods for Malicious Attack Detection in Phasor Measurement Unit Data
CN113886765B (en) * 2021-09-30 2023-09-29 广东电网有限责任公司 Method and device for detecting error data injection attack
CN113946787B (en) * 2021-10-18 2024-07-12 西安交通大学 Method, device, equipment and medium for detecting load distribution attack of power distribution network
CN115134162B (en) * 2022-07-15 2023-05-05 西南民族大学 Method for detecting and compensating malicious threat of industrial control system and electronic equipment
CN115348094B (en) * 2022-08-18 2024-07-02 香港中文大学（深圳） Universal method for recovering smart grid attack, computer equipment and storage medium
CN116781407B (en) * 2023-07-31 2023-12-01 浙江大学 Alternating current power grid hidden attack detection method based on typical variable difference analysis

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102761122A (en) * 2012-07-06 2012-10-31 华北电力大学 Defense method of false data injection attack of power state estimation system
US9205560B1 (en) * 2013-06-24 2015-12-08 Redwood Robotics, Inc. System and method for failure detection of a robot actuator
CN105406471A (en) * 2015-12-23 2016-03-16 云南电力调度控制中心 Bad data identification and estimation method for power grid

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102761122A (en) * 2012-07-06 2012-10-31 华北电力大学 Defense method of false data injection attack of power state estimation system
US9205560B1 (en) * 2013-06-24 2015-12-08 Redwood Robotics, Inc. System and method for failure detection of a robot actuator
CN105406471A (en) * 2015-12-23 2016-03-16 云南电力调度控制中心 Bad data identification and estimation method for power grid

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
IEEE Communications Magazine, Vol.51, Issue 1, January 2013, Yi Huang et al, "bad Data Injection in Smart Grid: Attack and Defense Mechanisms" pages 27-33 *
IEEE Transactions on Smart Grid, Vol.6, No.5, September 2015, Gu Chaojun et al, "Detecting False Data Injection Attacks in AC State Estimation" pages 2476-2483 *
Y Lin et al, "2014 International conference on Wireless Communication and Sensor Network", published 2014, IEEE "Research on Efficient Detection Methods for False Data Injection in Smart Grid" *

Also Published As

Publication number Publication date
GB2558534A (en) 2018-07-18

Similar Documents

Publication Publication Date Title
GB2558534B (en) Detecting a bad data injection event within an industrial control system
HK1245940A1 (en) Methods and systems for monitoring and influencing gesture-based behaviors
EP3589521C0 (en) Systems and methods for operating a vehicle based on sensor data
EP3510476A4 (en) System for detecting and characterizing inputs on a touch sensor
GB201720665D0 (en) Touch display device, touch sensing system, an touch sensing method
EP3210087A4 (en) Tamper resistant module for industrial control system
GB2537616B (en) Battery system comprising a control system
GB2604036B (en) Detecting Security Issues Associated with a Process Control Switch
EP3030981A4 (en) A cognitive neuro-linguistic behavior recognition system for multi-sensor data fusion
EP3371935A4 (en) Confirming data accuracy in a distributed control system
SG10201602357VA (en) Systems and methods for optimizing control systems for a process environment
EP3218858A4 (en) Systems and methods for detecting compromised automated teller machines
GB201704501D0 (en) Security system for a retail environment
SG11201503863QA (en) A sensing control system for electric toy
GB201511483D0 (en) A sensing system
GB201522849D0 (en) A control system for a vehicle
EP3510314C0 (en) Automated re-melt control systems
ZA201605105B (en) Multiple mode control system for a vehicle
EP3457655C0 (en) A security unit and method for an industrial control system
HUE051462T2 (en) Control unit for a battery system
PL3646561T3 (en) A threat detection system for industrial controllers
GB2551518B (en) Control system having a hierarchical distributed architecture
EP3311275A4 (en) Control system with error detection
GB2548190B (en) A lambing monitoring system
EP3472812A4 (en) A monitoring system for security technology