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A Comprehensive Review on Privacy-Preserving Metering in Smart Grid for Billing; Operation; and Rewarding Schemes, with Two Novel Solutions [article]

Sari Sultan
2018 arXiv   pre-print
In this paper, we survey the literature on privacy-preserving metering in smart grid.  ...  In smart grid, the Utility Provider (UP) collects users power measurements' for two main reasons: billing and operation.  ...  (invading privacy). a) Linkability among smart meters: For smart meter (1) when it sends its fine-grained measurement to smart meter (5) through secure link C O1 .  ... 
arXiv:1802.08326v2 fatcat:odfmgoiruzdujdj4efphqp3bai

A Privacy-Preserving Scheme for Incentive-Based Demand Response in the Smart Grid

Yanmin Gong, Ying Cai, Yuanxiong Guo, Yuguang Fang
2016 IEEE Transactions on Smart Grid  
However, the IDR programs require the customer's fine-grained power consumption data to be collected, which poses a serious threat to customer privacy.  ...  A IDR privacy preserving scheme is proposed in this paper which utilises a descent off-line electronic coin scheme for the extraction and redemption of rewards and has less computational costs than currently  ...  It is proven that smart meters have great advantages, such as the ability of remote meter reading collection and high metering precision with fine granularity.  ... 
doi:10.1109/tsg.2015.2412091 fatcat:urmv24qbpnbkxe3rzx2nydtxbu

EPIC: Efficient Privacy-Preserving Scheme with E2E Data Integrity and Authenticity for AMI Networks [article]

Ahmad Alsharif, Mahmoud Nabil, Samet Tonyali, Hawzhin Mohammed, Mohamed Mahmoud, Kemal Akkaya
2018 arXiv   pre-print
Various privacy-preserving schemes for collecting fine-grained readings have been proposed for AMI networks.  ...  In this paper, we propose EPIC, an efficient and privacy-preserving data collection scheme with E2E data integrity verification for AMI networks.  ...  Specifically, in each data collection round, the SMs are arranged in a ring-based topology to sequentially update the smart meter masks before masking each fine-grained reading.  ... 
arXiv:1810.01851v1 fatcat:dzp27mjtljab5o7voapmnucd3e

Plug-in privacy for Smart Metering billing [article]

Marek Jawurek, Martin Johns, Florian Kerschbaum
2011 arXiv   pre-print
Smart Meters collects fine-grained utility consumption profiles from customers, which in turn enables the introduction of dynamic, time-of-use tariffs.  ...  However, the fine-grained usage data that is compiled in this process also allows to infer the inhabitant's personal schedules and habits.  ...  By preserving customer privacy we mitigate trust issues that privacy experts, the media and the public have raised about the privacy implications of Smart Metering.  ... 
arXiv:1012.2248v2 fatcat:tgewo5axx5gw7or7t74gujydpa

Plug-In Privacy for Smart Metering Billing [chapter]

Marek Jawurek, Martin Johns, Florian Kerschbaum
2011 Lecture Notes in Computer Science  
Smart Meters collect fine-grained utility consumption profiles from customers, which in turn enables the introduction of dynamic, time-of-use tariffs.  ...  However, the fine-grained usage data that is compiled in this process also allows to infer the inhabitant's personal schedules and habits.  ...  These tariffs necessarily require Smart Meters with fine-grained consumption recording.  ... 
doi:10.1007/978-3-642-22263-4_11 fatcat:fyoth7ziqzbknaj3qp4zabudcm

Private memoirs of a smart meter

Andrés Molina-Markham, Prashant Shenoy, Kevin Fu, Emmanuel Cecchet, David Irwin
2010 Proceedings of the 2nd ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Building - BuildSys '10  
Household smart meters that measure power consumption in real-time at fine granularities are the foundation of a future smart electricity grid.  ...  We then sketch out the design of a privacy-enhancing smart meter architecture that allows an electric utility to achieve its net metering goals without compromising the privacy of its customers.  ...  Acknowledgments We would like to thank our anonymous reviewers for their helpful feedback.  ... 
doi:10.1145/1878431.1878446 dblp:conf/sensys/Molina-MarkhamSFCI10 fatcat:r4onxvjuzjd4xptas3ukm3y7uu

Security and privacy preserving data aggregation in cloud computing

Leandro Ventura Silva, Rodolfo Marinho, Jose Luis Vivas, Andrey Brito
2017 Proceedings of the Symposium on Applied Computing - SAC '17  
However, most current approaches fall short in meeting one of several of the requirements for privacy preserving smart metering systems.  ...  In this paper we show how Intel SGX technology can be used to provide a simple and general solution for the smart metering privacy problem that meets all these requirements in a satisfactory way.  ...  Acknowledgements This research was partially funded by EU-BRA SecureCloud project (MCTI/RNP 3rd Coordinated Call) and by CNPq, Brazil.  ... 
doi:10.1145/3019612.3019795 dblp:conf/sac/SilvaMVB17 fatcat:kn4b7wld65dy3bw576ylmvvqsy

Smart Metering Privacy-preserving Techniques in a Nutshell

Hajer Souri, Amine Dhraief, Syrine Tlili, Khalil Drira, Abdelfettah Belghith
2014 Procedia Computer Science  
Therefore, in this paper, after presenting the Smart Grid and the smart metering system, we present the security requirements of the Smart Grid and we highlight the user privacy concern as well as the  ...  The evolution of IT technologies have empowered revolutionizing the power grid and created the concept of the Smart Grid.  ...  Such a system stands for automating fine-grained readings enabling the adoption of fine-grained and dynamic time-based pricing schemes.  ... 
doi:10.1016/j.procs.2014.05.537 fatcat:5sc5wgjc2vh7vcxahs32b22l3y

Security Is Not Enough! On Privacy Challenges in Smart Grids

Florian Skopik
2012 International Journal of Smart Grid and Clean Energy  
We argue that finally the only effective measure is to avoid the production of personalized fine-grained meter readings.  ...  In particular, we discuss privacy protection methods and compare them in terms of applicability and impact on smart grid services.  ...  While for some types, such as individual fine-grained meter readings, it is more obvious, for others it is not.  ... 
doi:10.12720/sgce.1.1.7-14 fatcat:fhzeofjne5hgfpwby2tuywrlce

Preserving consumer privacy on IEEE 802.11s-based smart grid AMI networks using data obfuscation

Andrew Beussink, Kemal Akkaya, Izzet F. Senturk, Mohamed M. E. A. Mahmoud
2014 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)  
While the newly envisioned Smart(er) Grid (SG) will result in a more efficient and reliable power grid, its use of fine-grained meter data has widely raised concerns of consumer privacy.  ...  In this paper, we propose to implement a data obfuscation approach to preserve consumer privacy and assess its feasibility on large-scale Advanced Metering Infrastructure (AMI) network built upon the new  ...  This method uses obfuscation to protect consumer privacy of collected fine-grained meter data while preserving the ability of the utility company to monitor the distribution network and calculate billing  ... 
doi:10.1109/infcomw.2014.6849309 dblp:conf/infocom/BeussinkASM14 fatcat:q33gmyxexvdgrmyrd5252tfvyq

Privacy-Preserving Meter Report Protocol of Isolated Smart Grid Devices

Zhiwei Wang, Hao Xie
2017 Wireless Communications and Mobile Computing  
However, a main concern of this new technique is that the fine-grained metering data may leak the personal privacy information of the customers.  ...  Thus, the data aggregation mechanism for privacy protection is required for the meter report protocol in smart grid.  ...  This paper aims to propose an efficient privacy-preserving meter report protocol for the isolate smart grid devices.  ... 
doi:10.1155/2017/2539673 fatcat:4q3aytauxjhgxft5udfqi6ux74

Double-blockchain Assisted Secure and Anonymous Data Aggregation for Fog-enabled Smart Grid

Siguang Chen, Li Yang, Chuanxin Zhao, Vijayakumar Varadarajan, Kun Wang
2020 Engineering  
Compliance with ethics guidelines Siguang Chen, Li Yang, Chuanxin Zhao, Vijayakumar Varadarajan and Kun Wang declare that they have no conflict of interest or financial conflicts to disclose.  ...  From the perspective of fine-grained aggregation, Li et al. [16] developed a multisubset data aggregation scheme with efficient privacy preservation.  ...  According to the different ranges of the power consumption data, it can achieve multisubset aggregation and provide fine-grained data service; at the same time, the user's privacy is preserved with a low  ... 
doi:10.1016/j.eng.2020.06.018 fatcat:xw2jz73aobbclgpkaktzppym7q

An MPC-based protocol for secure and privacy-preserving smart metering

Mustafa A. Mustafa, Sara Cleemput, Abdelrahaman Aly, Aysajan Abidin
2017 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)  
In this paper we propose a novel protocol that allows suppliers and grid operators to collect users' electricity metering data in a secure and privacy-preserving manner, based on secure multiparty computation  ...  Our protocol is designed for a realistic scenario where the data need to be sent to various parties, such as grid operators and suppliers, and users can switch supplier at any point in time.  ...  In this paper we propose a secure and privacy-preserving protocol for collecting metering data.  ... 
doi:10.1109/isgteurope.2017.8260202 dblp:conf/isgteurope/MustafaCAA17 fatcat:2touetooqnf23ndo7ov2wzybvu

Time Granularity-based Privacy Protection for Cloud Metering Systems

Hesham Aly El Zouka, Mustafa Mohamed Hosni
2020 Advances in Science, Technology and Engineering Systems  
Smart meters generate vast amounts of fine-grained data that can immediately provide useful information to electricity consumers, such as automatic billing, load monitoring, and dynamic time pricing.  ...  However, smart meters entail some severe security challenges. From a security point of view, these meter readings have a potential threat on personal privacy and the collected meter data.  ...  However, fine-grained technical approaches can cause security and privacy concerns for smart meter users.  ... 
doi:10.25046/aj0506152 fatcat:kdwzxxz7tnde5fbyz4llpdvtna

PPETD: Privacy-Preserving Electricity Theft Detection Scheme with Load Monitoring and Billing for AMI Networks

Mahmoud Nabil, Muhammad Ismail, Mohamed Mahmoud, Waleed Alasmary, Erchin Serpedin
2019 IEEE Access  
In advanced metering infrastructure (AMI) networks, smart meters installed at the consumer side should report fine-grained power consumption readings (every few minutes) to the system operator for billing  ...  In this paper, we propose an efficient and privacy-preserving electricity theft detection scheme for the AMI network and we refer to it as PPETD.  ...  ACKNOWLEDGMENT Parts of this work, specifically Sections II, III.D, IV.E, and V.A were made possible by NPRP Grant NPRP10-1223-160045 from the Qatar National Research Fund (a member of Qatar Foundation  ... 
doi:10.1109/access.2019.2925322 fatcat:krwysjhovrfjzlwx5juvxyeqve
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