Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols

Franklin Leukam Lako; Paul Lajoie-Mazenc; Maryline Laurent

doi:10.1109/EuroSPW51379.2020.00054

Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols

Franklin Leukam Lako
, Paul Lajoie-Mazenc
, Maryline Laurent

Lamsid/EDF/R and D

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

1 Citation (Scopus)

Résumé

The collection of fine-grained consumption of users in the smart grid enables energy providers to propose new services (e.g. consumption forecasts or demand response protocols), but at the price of users' privacy: consumption data collected by smart meters reflects the use of all appliances by inhabitants in the household over time. Based on the observation that Secure Multi-party Computation (SMC) enables computing an aggregate without learning individual information, this paper proposes a privacy-preserving adaptation of an existing demand response protocol which is fed with users' personal data. An extension providing fraud resistance is also presented. Experimental results demonstrate that our protocol is able to reconcile privacy and utility.

langue originale	Anglais
titre	Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020
Editeur	Institute of Electrical and Electronics Engineers Inc.
Pages	348-355
Nombre de pages	8
ISBN (Electronique)	9781728185972
Les DOIs	https://doi.org/10.1109/EuroSPW51379.2020.00054
état	Publié - 1 sept. 2020
Modification externe	Oui
Evénement	5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020 - Virtual, Genoa, Italie Durée: 7 sept. 2020 → 11 sept. 2020

Série de publications

Nom	Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020

Une conférence

Une conférence	5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020
Pays/Territoire	Italie
La ville	Virtual, Genoa
période	7/09/20 → 11/09/20

SDG des Nations Unies

Ce résultat contribue à ou aux Objectifs de développement durable suivants

SDG 7 Énergie abordable et propre

Accès au document

10.1109/EuroSPW51379.2020.00054

Contient cette citation

Lako, F. L., Lajoie-Mazenc, P., & Laurent, M. (2020). Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols. Dans Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020 (p. 348-355). Article 9229811 (Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EuroSPW51379.2020.00054

Lako, Franklin Leukam ; Lajoie-Mazenc, Paul ; Laurent, Maryline. / Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols. Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 348-355 (Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020).

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title = "Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols",

abstract = "The collection of fine-grained consumption of users in the smart grid enables energy providers to propose new services (e.g. consumption forecasts or demand response protocols), but at the price of users' privacy: consumption data collected by smart meters reflects the use of all appliances by inhabitants in the household over time. Based on the observation that Secure Multi-party Computation (SMC) enables computing an aggregate without learning individual information, this paper proposes a privacy-preserving adaptation of an existing demand response protocol which is fed with users' personal data. An extension providing fraud resistance is also presented. Experimental results demonstrate that our protocol is able to reconcile privacy and utility.",

keywords = "Demand Response, Demand Side Management, Privacy, Secure Multiparty Computation, Security, Smart Grid, Smart Metering",

author = "Lako, \{Franklin Leukam\} and Paul Lajoie-Mazenc and Maryline Laurent",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020 ; Conference date: 07-09-2020 Through 11-09-2020",

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doi = "10.1109/EuroSPW51379.2020.00054",

language = "English",

series = "Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020",

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Lako, FL, Lajoie-Mazenc, P & Laurent, M 2020, Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols. Dans Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020., 9229811, Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020, Institute of Electrical and Electronics Engineers Inc., p. 348-355, 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020, Virtual, Genoa, Italie, 7/09/20. https://doi.org/10.1109/EuroSPW51379.2020.00054

Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols. / Lako, Franklin Leukam; Lajoie-Mazenc, Paul; Laurent, Maryline.
Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 348-355 9229811 (Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020).

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

TY - GEN

T1 - Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols

AU - Lako, Franklin Leukam

AU - Lajoie-Mazenc, Paul

AU - Laurent, Maryline

PY - 2020/9/1

Y1 - 2020/9/1

N2 - The collection of fine-grained consumption of users in the smart grid enables energy providers to propose new services (e.g. consumption forecasts or demand response protocols), but at the price of users' privacy: consumption data collected by smart meters reflects the use of all appliances by inhabitants in the household over time. Based on the observation that Secure Multi-party Computation (SMC) enables computing an aggregate without learning individual information, this paper proposes a privacy-preserving adaptation of an existing demand response protocol which is fed with users' personal data. An extension providing fraud resistance is also presented. Experimental results demonstrate that our protocol is able to reconcile privacy and utility.

AB - The collection of fine-grained consumption of users in the smart grid enables energy providers to propose new services (e.g. consumption forecasts or demand response protocols), but at the price of users' privacy: consumption data collected by smart meters reflects the use of all appliances by inhabitants in the household over time. Based on the observation that Secure Multi-party Computation (SMC) enables computing an aggregate without learning individual information, this paper proposes a privacy-preserving adaptation of an existing demand response protocol which is fed with users' personal data. An extension providing fraud resistance is also presented. Experimental results demonstrate that our protocol is able to reconcile privacy and utility.

KW - Demand Response

KW - Demand Side Management

KW - Privacy

KW - Secure Multiparty Computation

KW - Security

KW - Smart Grid

KW - Smart Metering

U2 - 10.1109/EuroSPW51379.2020.00054

DO - 10.1109/EuroSPW51379.2020.00054

M3 - Conference contribution

AN - SCOPUS:85097051245

T3 - Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020

SP - 348

EP - 355

BT - Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020

Y2 - 7 September 2020 through 11 September 2020

ER -

Lako FL, Lajoie-Mazenc P, Laurent M. Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols. Dans Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 348-355. 9229811. (Proceedings - 5th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2020). doi: 10.1109/EuroSPW51379.2020.00054

Reconciling Privacy and Utility for Energy Services - An Application to Demand Response Protocols

Résumé

Série de publications

Une conférence

SDG des Nations Unies

Accès au document

Empreinte digitale

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