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A Comprehensive Dataset from a Smart Grid Testbed for Machine Learning Based CPS Security Research

Authors :
Nandha Kumar Kandasamy
Chuadhry Mujeeb Ahmed
Abie, Habtamu
Ranise, Silvio
Verderame, Luca
Cambiaso, Enrico
Ugarelli, Rita
Giunta, Gabriele
Praça, Isabel
Battisti, Federica
Source :
Cyber-Physical Security for Critical Infrastructures Protection ISBN: 9783030697808, CPS4CIP
Publication Year :
2021
Publisher :
Springer International Publishing, 2021.

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.

Details

ISBN :
978-3-030-69780-8
978-3-030-69781-5
ISBNs :
9783030697808 and 9783030697815
Database :
OpenAIRE
Journal :
Cyber-Physical Security for Critical Infrastructures Protection ISBN: 9783030697808, CPS4CIP
Accession number :
edsair.doi.dedup.....9954f590a4c3941332c2e7b9a254d247
Full Text :
https://doi.org/10.1007/978-3-030-69781-5_9