A comprehensive dataset from a smart grid testbed for machine learning based CPS security research

Chuadhry Mujeeb Ahmed; Nandha Kumar  Kandasamy

doi:10.1007/978-3-030-69781-5_9

A comprehensive dataset from a smart grid testbed for machine learning based CPS security research

Chuadhry Mujeeb Ahmed, Nandha Kumar Kandasamy

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

11 Citations (Scopus)

1162 Downloads (Pure)

Abstract

Data-sets play a crucial role in advancing the research. However, getting access to real-world data becomes difficult when it comes to critical infrastructures and more so if that data is being acquired for security research. In this work, a comprehensive dataset from a real-world smart electric grid testbed is collected and shared with the research community. A few of the unique features of the dataset and testbed are highlighted.

Original language	English
Title of host publication	Cyber-Physical Security for Critical Infrastructures Protection - 1st International Workshop, CPS4CIP 2020, Revised Selected Papers
Editors	Habtamu Abie, Silvio Ranise, Luca Verderame, Enrico Cambiaso, Rita Ugarelli, Gabriele Giunta, Isabel Praça, Federica Battisti
Place of Publication	Cham, Switzerland
Publisher	Springer
Pages	123-135
Number of pages	13
Volume	12618
ISBN (Electronic)	9783030697815
ISBN (Print)	9783030697808
DOIs	https://doi.org/10.1007/978-3-030-69781-5_9
Publication status	Published - 18 Feb 2021
Event	International Workshop on Cyber-Physical Security for Critical Infrastructures Provision - Virtual, Guildford, United Kingdom Duration: 18 Sept 2020 → 18 Sept 2020 https://sites.google.com/fbk.eu/cps4cip20

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12618 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	International Workshop on Cyber-Physical Security for Critical Infrastructures Provision
Abbreviated title	CPS4CIP 2020
Country/Territory	United Kingdom
City	Guildford
Period	18/09/20 → 18/09/20
Internet address	https://sites.google.com/fbk.eu/cps4cip20

Keywords

data-sets
smart grid
testbed
machine learning
CPS
security research

Access to Document

10.1007/978-3-030-69781-5_9

Ahmed-Kandasamy-CPSCIP-2020-A-comprehensive-dataset-from-a-smart-grid-testbed-for-machine-learningAccepted author manuscript, 1.82 MB

Cite this

Ahmed, C. M., & Kandasamy, N. K. (2021). A comprehensive dataset from a smart grid testbed for machine learning based CPS security research. In H. Abie, S. Ranise, L. Verderame, E. Cambiaso, R. Ugarelli, G. Giunta, I. Praça, & F. Battisti (Eds.), Cyber-Physical Security for Critical Infrastructures Protection - 1st International Workshop, CPS4CIP 2020, Revised Selected Papers (Vol. 12618, pp. 123-135). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12618 LNCS). Springer. https://doi.org/10.1007/978-3-030-69781-5_9

Ahmed, Chuadhry Mujeeb ; Kandasamy, Nandha Kumar. / A comprehensive dataset from a smart grid testbed for machine learning based CPS security research. Cyber-Physical Security for Critical Infrastructures Protection - 1st International Workshop, CPS4CIP 2020, Revised Selected Papers. editor / Habtamu Abie ; Silvio Ranise ; Luca Verderame ; Enrico Cambiaso ; Rita Ugarelli ; Gabriele Giunta ; Isabel Praça ; Federica Battisti. Vol. 12618 Cham, Switzerland : Springer, 2021. pp. 123-135 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "Data-sets play a crucial role in advancing the research. However, getting access to real-world data becomes difficult when it comes to critical infrastructures and more so if that data is being acquired for security research. In this work, a comprehensive dataset from a real-world smart electric grid testbed is collected and shared with the research community. A few of the unique features of the dataset and testbed are highlighted.",

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booktitle = "Cyber-Physical Security for Critical Infrastructures Protection - 1st International Workshop, CPS4CIP 2020, Revised Selected Papers",

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Ahmed, CM & Kandasamy, NK 2021, A comprehensive dataset from a smart grid testbed for machine learning based CPS security research. in H Abie, S Ranise, L Verderame, E Cambiaso, R Ugarelli, G Giunta, I Praça & F Battisti (eds), Cyber-Physical Security for Critical Infrastructures Protection - 1st International Workshop, CPS4CIP 2020, Revised Selected Papers. vol. 12618, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12618 LNCS, Springer, Cham, Switzerland, pp. 123-135, International Workshop on Cyber-Physical Security for Critical Infrastructures Provision, Guildford, United Kingdom, 18/09/20. https://doi.org/10.1007/978-3-030-69781-5_9

A comprehensive dataset from a smart grid testbed for machine learning based CPS security research. / Ahmed, Chuadhry Mujeeb; Kandasamy, Nandha Kumar.
Cyber-Physical Security for Critical Infrastructures Protection - 1st International Workshop, CPS4CIP 2020, Revised Selected Papers. ed. / Habtamu Abie; Silvio Ranise; Luca Verderame; Enrico Cambiaso; Rita Ugarelli; Gabriele Giunta; Isabel Praça; Federica Battisti. Vol. 12618 Cham, Switzerland: Springer, 2021. p. 123-135 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12618 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

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KW - data-sets

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KW - testbed

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KW - security research

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BT - Cyber-Physical Security for Critical Infrastructures Protection - 1st International Workshop, CPS4CIP 2020, Revised Selected Papers

A2 - Abie, Habtamu

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A2 - Ugarelli, Rita

A2 - Giunta, Gabriele

A2 - Praça, Isabel

A2 - Battisti, Federica

PB - Springer

CY - Cham, Switzerland

T2 - International Workshop on Cyber-Physical Security for Critical Infrastructures Provision

Y2 - 18 September 2020 through 18 September 2020

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Ahmed CM, Kandasamy NK. A comprehensive dataset from a smart grid testbed for machine learning based CPS security research. In Abie H, Ranise S, Verderame L, Cambiaso E, Ugarelli R, Giunta G, Praça I, Battisti F, editors, Cyber-Physical Security for Critical Infrastructures Protection - 1st International Workshop, CPS4CIP 2020, Revised Selected Papers. Vol. 12618. Cham, Switzerland: Springer. 2021. p. 123-135. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2020 Sept 18. doi: 10.1007/978-3-030-69781-5_9

A comprehensive dataset from a smart grid testbed for machine learning based CPS security research

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Keywords

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