HVAC system attack detection dataset
<p dir="ltr">The importance of the security of building management systems (BMSs) has increased given the advances in the technologies used. Since the Heating, Ventilation, and Air Conditioning (HVAC) system in buildings accounts for about 40% of the total energy consumption, threats...
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2021
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| _version_ | 1864513546388242432 |
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| author | Mariam Elnour (14147790) |
| author2 | Nader Meskin (14147796) Khaled Khan (17280781) Raj Jain (17280784) |
| author2_role | author author author |
| author_facet | Mariam Elnour (14147790) Nader Meskin (14147796) Khaled Khan (17280781) Raj Jain (17280784) |
| author_role | author |
| dc.creator.none.fl_str_mv | Mariam Elnour (14147790) Nader Meskin (14147796) Khaled Khan (17280781) Raj Jain (17280784) |
| dc.date.none.fl_str_mv | 2021-08-01T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1016/j.dib.2021.107166 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/HVAC_system_attack_detection_dataset/24433273 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Control engineering, mechatronics and robotics Electrical engineering Mechanical engineering Information and computing sciences Artificial intelligence Cybersecurity and privacy Data management and data science Building management system (BMS) Smart building Attack detection Industrial control system (ICS) Cyber-physical system (CPS) HVAC system Cybersecurity |
| dc.title.none.fl_str_mv | HVAC system attack detection dataset |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">The importance of the security of building management systems (BMSs) has increased given the advances in the technologies used. Since the Heating, Ventilation, and Air Conditioning (HVAC) system in buildings accounts for about 40% of the total energy consumption, threats targeting the HVAC system can be quite severe and costly. Given the limitations on accessing a real HVAC system for research purposes and the unavailability of public labeled datasets to investigate the cybersecurity of HVAC systems, this paper presents a dataset of a 12-zone HVAC system that was collected from a simulation model using the Transient System Simulation Tool (TRNSYS). It aims to promote and support the research in the field of cybersecurity of HVAC systems in smart buildings by facilitating the validation of attack detection and mitigation strategies, benchmarking the performance of different data-driven algorithms, and studying the impact of attacks on the HVAC system.</p><h2>Other Information</h2><p dir="ltr">Published in: Data in Brief<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.dib.2021.107166" target="_blank">https://dx.doi.org/10.1016/j.dib.2021.107166</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_06f4d3a11553812f046b649cc1dbbabb |
| identifier_str_mv | 10.1016/j.dib.2021.107166 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/24433273 |
| publishDate | 2021 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | HVAC system attack detection datasetMariam Elnour (14147790)Nader Meskin (14147796)Khaled Khan (17280781)Raj Jain (17280784)EngineeringControl engineering, mechatronics and roboticsElectrical engineeringMechanical engineeringInformation and computing sciencesArtificial intelligenceCybersecurity and privacyData management and data scienceBuilding management system (BMS)Smart buildingAttack detectionIndustrial control system (ICS)Cyber-physical system (CPS)HVAC systemCybersecurity<p dir="ltr">The importance of the security of building management systems (BMSs) has increased given the advances in the technologies used. Since the Heating, Ventilation, and Air Conditioning (HVAC) system in buildings accounts for about 40% of the total energy consumption, threats targeting the HVAC system can be quite severe and costly. Given the limitations on accessing a real HVAC system for research purposes and the unavailability of public labeled datasets to investigate the cybersecurity of HVAC systems, this paper presents a dataset of a 12-zone HVAC system that was collected from a simulation model using the Transient System Simulation Tool (TRNSYS). It aims to promote and support the research in the field of cybersecurity of HVAC systems in smart buildings by facilitating the validation of attack detection and mitigation strategies, benchmarking the performance of different data-driven algorithms, and studying the impact of attacks on the HVAC system.</p><h2>Other Information</h2><p dir="ltr">Published in: Data in Brief<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.dib.2021.107166" target="_blank">https://dx.doi.org/10.1016/j.dib.2021.107166</a></p>2021-08-01T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1016/j.dib.2021.107166https://figshare.com/articles/journal_contribution/HVAC_system_attack_detection_dataset/24433273CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/244332732021-08-01T00:00:00Z |
| spellingShingle | HVAC system attack detection dataset Mariam Elnour (14147790) Engineering Control engineering, mechatronics and robotics Electrical engineering Mechanical engineering Information and computing sciences Artificial intelligence Cybersecurity and privacy Data management and data science Building management system (BMS) Smart building Attack detection Industrial control system (ICS) Cyber-physical system (CPS) HVAC system Cybersecurity |
| status_str | publishedVersion |
| title | HVAC system attack detection dataset |
| title_full | HVAC system attack detection dataset |
| title_fullStr | HVAC system attack detection dataset |
| title_full_unstemmed | HVAC system attack detection dataset |
| title_short | HVAC system attack detection dataset |
| title_sort | HVAC system attack detection dataset |
| topic | Engineering Control engineering, mechatronics and robotics Electrical engineering Mechanical engineering Information and computing sciences Artificial intelligence Cybersecurity and privacy Data management and data science Building management system (BMS) Smart building Attack detection Industrial control system (ICS) Cyber-physical system (CPS) HVAC system Cybersecurity |