DESA: A decentralized, efficient and selective aggregation scheme in AMI

Mustafa A. Mustafa; Ning Zhang; Georgios Kalogridis; Zhong Fan

doi:10.1109/ISGT.2014.6816376

DESA: A decentralized, efficient and selective aggregation scheme in AMI

Mustafa A. Mustafa, Ning Zhang, Georgios Kalogridis, Zhong Fan

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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Abstract

In this paper we propose a decentralized, efficient and selective aggregation (DESA) scheme for secure and privacy-preserving communication in AMI. Unlike existing aggregation schemes, DESA uses a multi-recipient system model that is more applicable to liberalized electricity markets. It uses the homomorphic Paillier cryptosystem to encrypt users' consumption data, which are selectively aggregated by local gateways. In this way, the aggregated data of different subsets of users are only delivered to their intended authorized entities. DESA adopts the BLS signature and batch verification methods to reduce computation and communication overheads. Through security analysis and performance evaluation, we show that DESA resists various attacks and preserve users' privacy in an efficient manner. © 2014 IEEE.

Original language	English
Title of host publication	2014 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014\|IEEE PES Innovative Smart Grid Technol. Conf., ISGT
Publisher	IEEE Computer Society
ISBN (Print)	9781479936526
DOIs	https://doi.org/10.1109/ISGT.2014.6816376
Publication status	Published - 19 May 2014
Event	2014 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2014 - Washington, DC, Washington, DC, United States Duration: 19 Feb 2014 → 22 Feb 2014

Conference

Conference	2014 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2014
Country/Territory	United States
City	Washington, DC
Period	19/02/14 → 22/02/14

Keywords

aggregation
AMI
privacy
security
smart grid

Access to Document

10.1109/ISGT.2014.6816376

article-2610Accepted author manuscript, 281 KB

Smart Grid Security and Privacy
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Cite this

@inproceedings{6b7494cc917f43c9b46b6a7827b665e4,

title = "DESA: A decentralized, efficient and selective aggregation scheme in AMI",

abstract = "In this paper we propose a decentralized, efficient and selective aggregation (DESA) scheme for secure and privacy-preserving communication in AMI. Unlike existing aggregation schemes, DESA uses a multi-recipient system model that is more applicable to liberalized electricity markets. It uses the homomorphic Paillier cryptosystem to encrypt users' consumption data, which are selectively aggregated by local gateways. In this way, the aggregated data of different subsets of users are only delivered to their intended authorized entities. DESA adopts the BLS signature and batch verification methods to reduce computation and communication overheads. Through security analysis and performance evaluation, we show that DESA resists various attacks and preserve users' privacy in an efficient manner. {\textcopyright} 2014 IEEE.",

keywords = "aggregation, AMI, privacy, security, smart grid",

author = "Mustafa, {Mustafa A.} and Ning Zhang and Georgios Kalogridis and Zhong Fan",

year = "2014",

month = may,

day = "19",

doi = "10.1109/ISGT.2014.6816376",

language = "English",

isbn = "9781479936526",

booktitle = "2014 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014|IEEE PES Innovative Smart Grid Technol. Conf., ISGT",

publisher = "IEEE Computer Society ",

address = "United States",

note = "2014 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2014 ; Conference date: 19-02-2014 Through 22-02-2014",

}

Mustafa, MA , Zhang, N, Kalogridis, G & Fan, Z 2014, DESA: A decentralized, efficient and selective aggregation scheme in AMI. in 2014 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014|IEEE PES Innovative Smart Grid Technol. Conf., ISGT. IEEE Computer Society , 2014 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2014, Washington, DC, United States, 19/02/14. https://doi.org/10.1109/ISGT.2014.6816376

DESA: A decentralized, efficient and selective aggregation scheme in AMI. / Mustafa, Mustafa A.; Zhang, Ning; Kalogridis, Georgios et al.
2014 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014|IEEE PES Innovative Smart Grid Technol. Conf., ISGT. IEEE Computer Society , 2014.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

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T1 - DESA: A decentralized, efficient and selective aggregation scheme in AMI

AU - Mustafa, Mustafa A.

AU - Zhang, Ning

AU - Kalogridis, Georgios

AU - Fan, Zhong

PY - 2014/5/19

Y1 - 2014/5/19

N2 - In this paper we propose a decentralized, efficient and selective aggregation (DESA) scheme for secure and privacy-preserving communication in AMI. Unlike existing aggregation schemes, DESA uses a multi-recipient system model that is more applicable to liberalized electricity markets. It uses the homomorphic Paillier cryptosystem to encrypt users' consumption data, which are selectively aggregated by local gateways. In this way, the aggregated data of different subsets of users are only delivered to their intended authorized entities. DESA adopts the BLS signature and batch verification methods to reduce computation and communication overheads. Through security analysis and performance evaluation, we show that DESA resists various attacks and preserve users' privacy in an efficient manner. © 2014 IEEE.

AB - In this paper we propose a decentralized, efficient and selective aggregation (DESA) scheme for secure and privacy-preserving communication in AMI. Unlike existing aggregation schemes, DESA uses a multi-recipient system model that is more applicable to liberalized electricity markets. It uses the homomorphic Paillier cryptosystem to encrypt users' consumption data, which are selectively aggregated by local gateways. In this way, the aggregated data of different subsets of users are only delivered to their intended authorized entities. DESA adopts the BLS signature and batch verification methods to reduce computation and communication overheads. Through security analysis and performance evaluation, we show that DESA resists various attacks and preserve users' privacy in an efficient manner. © 2014 IEEE.

KW - aggregation

KW - AMI

KW - privacy

KW - security

KW - smart grid

U2 - 10.1109/ISGT.2014.6816376

DO - 10.1109/ISGT.2014.6816376

M3 - Conference contribution

SN - 9781479936526

BT - 2014 IEEE PES Innovative Smart Grid Technologies Conference, ISGT 2014|IEEE PES Innovative Smart Grid Technol. Conf., ISGT

PB - IEEE Computer Society

T2 - 2014 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2014

Y2 - 19 February 2014 through 22 February 2014

ER -

DESA: A decentralized, efficient and selective aggregation scheme in AMI

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Keywords

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Activities

Smart Grid Security and Privacy

Privacy in Smart Metering Systems

Smart Grid Security: Protecting Users’ Privacy in Smart Grid Applications

Cite this