Security attacks on smart grid scheduling and their defences: a game-theoretic approach
<p dir="ltr">The introduction of advanced communication infrastructure into the power grid raises a plethora of new opportunities to tackle climate change. This paper is concerned with the security of energy management systems which are expected to be implemented in the future smart...
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2019
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| _version_ | 1864513515369267200 |
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| author | M. Pilz (17975063) |
| author2 | F. Baghaei Naeini (18583036) K. Grammont (18583039) C. Smagghe (18583042) M. Davis (6913169) J.-C. Nebel (18583045) L. Al-Fagih (18583048) E. Pfluegel (18583051) |
| author2_role | author author author author author author author |
| author_facet | M. Pilz (17975063) F. Baghaei Naeini (18583036) K. Grammont (18583039) C. Smagghe (18583042) M. Davis (6913169) J.-C. Nebel (18583045) L. Al-Fagih (18583048) E. Pfluegel (18583051) |
| author_role | author |
| dc.creator.none.fl_str_mv | M. Pilz (17975063) F. Baghaei Naeini (18583036) K. Grammont (18583039) C. Smagghe (18583042) M. Davis (6913169) J.-C. Nebel (18583045) L. Al-Fagih (18583048) E. Pfluegel (18583051) |
| dc.date.none.fl_str_mv | 2019-08-09T03:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1007/s10207-019-00460-z |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Security_attacks_on_smart_grid_scheduling_and_their_defences_a_game-theoretic_approach/25858663 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Information and computing sciences Cybersecurity and privacy Distributed computing and systems software Advanced communication infrastructure Power grid Climate change Energy management systems Smart grid Game-theoretic approach Generic security game mode |
| dc.title.none.fl_str_mv | Security attacks on smart grid scheduling and their defences: a game-theoretic approach |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">The introduction of advanced communication infrastructure into the power grid raises a plethora of new opportunities to tackle climate change. This paper is concerned with the security of energy management systems which are expected to be implemented in the future smart grid. The existence of a novel class of false data injection attacks that are based on modifying forecasted demand data is demonstrated, and the impact of the attacks on a typical system’s parameters is identified, using a simulated scenario. Monitoring strategies that the utility company may employ in order to detect the attacks are proposed, and a game-theoretic approach is used to support the utility company’s decision-making process for the allocation of their defence resources. Informed by these findings, a generic security game is devised and solved, revealing the existence of several Nash equilibrium strategies. The practical outcomes of these results for the utility company are discussed in detail, and a proposal is made, suggesting how the generic model may be applied to other scenarios.</p><h2>Other Information</h2><p dir="ltr">Published in: International Journal of Information Security<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1007/s10207-019-00460-z" target="_blank">https://dx.doi.org/10.1007/s10207-019-00460-z</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_f31fb0b27c640b02b9fd92e9b4ff662c |
| identifier_str_mv | 10.1007/s10207-019-00460-z |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/25858663 |
| publishDate | 2019 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Security attacks on smart grid scheduling and their defences: a game-theoretic approachM. Pilz (17975063)F. Baghaei Naeini (18583036)K. Grammont (18583039)C. Smagghe (18583042)M. Davis (6913169)J.-C. Nebel (18583045)L. Al-Fagih (18583048)E. Pfluegel (18583051)Information and computing sciencesCybersecurity and privacyDistributed computing and systems softwareAdvanced communication infrastructurePower gridClimate changeEnergy management systemsSmart gridGame-theoretic approachGeneric security game mode<p dir="ltr">The introduction of advanced communication infrastructure into the power grid raises a plethora of new opportunities to tackle climate change. This paper is concerned with the security of energy management systems which are expected to be implemented in the future smart grid. The existence of a novel class of false data injection attacks that are based on modifying forecasted demand data is demonstrated, and the impact of the attacks on a typical system’s parameters is identified, using a simulated scenario. Monitoring strategies that the utility company may employ in order to detect the attacks are proposed, and a game-theoretic approach is used to support the utility company’s decision-making process for the allocation of their defence resources. Informed by these findings, a generic security game is devised and solved, revealing the existence of several Nash equilibrium strategies. The practical outcomes of these results for the utility company are discussed in detail, and a proposal is made, suggesting how the generic model may be applied to other scenarios.</p><h2>Other Information</h2><p dir="ltr">Published in: International Journal of Information Security<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1007/s10207-019-00460-z" target="_blank">https://dx.doi.org/10.1007/s10207-019-00460-z</a></p>2019-08-09T03:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1007/s10207-019-00460-zhttps://figshare.com/articles/journal_contribution/Security_attacks_on_smart_grid_scheduling_and_their_defences_a_game-theoretic_approach/25858663CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/258586632019-08-09T03:00:00Z |
| spellingShingle | Security attacks on smart grid scheduling and their defences: a game-theoretic approach M. Pilz (17975063) Information and computing sciences Cybersecurity and privacy Distributed computing and systems software Advanced communication infrastructure Power grid Climate change Energy management systems Smart grid Game-theoretic approach Generic security game mode |
| status_str | publishedVersion |
| title | Security attacks on smart grid scheduling and their defences: a game-theoretic approach |
| title_full | Security attacks on smart grid scheduling and their defences: a game-theoretic approach |
| title_fullStr | Security attacks on smart grid scheduling and their defences: a game-theoretic approach |
| title_full_unstemmed | Security attacks on smart grid scheduling and their defences: a game-theoretic approach |
| title_short | Security attacks on smart grid scheduling and their defences: a game-theoretic approach |
| title_sort | Security attacks on smart grid scheduling and their defences: a game-theoretic approach |
| topic | Information and computing sciences Cybersecurity and privacy Distributed computing and systems software Advanced communication infrastructure Power grid Climate change Energy management systems Smart grid Game-theoretic approach Generic security game mode |