Browse > Article
http://dx.doi.org/10.3837/tiis.2015.04.013

Attacks, Vulnerabilities and Security Requirements in Smart Metering Networks  

Hafiz Abdullah, Muhammad Daniel (Department of Communication Technology and Network Faculty of Computer Science and Information Technology, Universiti Putra Malaysia)
Hanapi, Zurina Mohd (Department of Communication Technology and Network Faculty of Computer Science and Information Technology, Universiti Putra Malaysia)
Zukarnain, Zuriati Ahmad (Department of Communication Technology and Network Faculty of Computer Science and Information Technology, Universiti Putra Malaysia)
Mohamed, Mohamad Afendee (Department of Communication Technology and Network Faculty of Computer Science and Information Technology, Universiti Putra Malaysia)
Publication Information
KSII Transactions on Internet and Information Systems (TIIS) / v.9, no.4, 2015 , pp. 1493-1515 More about this Journal
Abstract
A smart meter is one of the core components in Advanced Metering Infrastructure (AMI) that is responsible for providing effective control and monitor of electrical energy consumptions. The multifunction tasks that a smart meter carries out such as facilitating two-way communication between utility providers and consumers, managing metering data, delivering anomalies reports, analyzing fault and power quality, simply show that there are huge amount of data exchange in smart metering networks (SMNs). These data are prone to security threats due to high dependability of SMNs on Internet-based communication, which is highly insecure. Therefore, there is a need to identify all possible security threats over this network and propose suitable countermeasures for securing the communication between smart meters and utility provider office. This paper studies the architecture of the smart grid communication networks, focuses on smart metering networks and discusses how such networks can be vulnerable to security attacks. This paper also presents current mechanisms that have been used to secure the smart metering networks from specific type of attacks in SMNs. Moreover, we highlight several open issues related to the security and privacy of SMNs which we anticipate could serve as baseline for future research directions.
Keywords
Smart metering networks; smart grid; security attacks; privacy;
Citations & Related Records
연도 인용수 순위
  • Reference
1 S. Ozdemir, "Concealed Data Aggregation in Heterogeneous Sensor Networks using Privacy Homomorphism," Proceeding of the IEEE International Conference on Pervasive Services, pp. 165-168, 2007. Article (CrossRef Link)
2 S. Ozdemir and Y. Xiao, "Hierarchical Concealed Data Aggregation for Wireless Sensor Networks," Proceeding of the Embedded Systems and Communications Security Workshop in Conjunction With IEEE SRDS, 2009.
3 A. Molina-Markham, G. Danezis, K. Fu, P. Shenoy, and D. Irwin, "Designing Privacy-Preserving Smart Meters With Low-cost Microcontrollers," Proceeding of the Financial Cryptography and Data Security, pp. 239-253, 2012. Article (CrossRef Link)
4 A. Bartoli, J. Hernandez-Serrano, M. Soriano, M. Dohler, A. Kountouris, and D. Barthel, "Secure Lossless Aggregation Over Fading and Shadowing Channels for Smart Grid M2M Networks," IEEE Transactions on Smart Grid, vol. 2, pp. 844-864, 2011. Article (CrossRef Link)   DOI
5 D. R. Raymond and S. F. Midkiff, "Denial-of-Service in Wireless Sensor Networks: Attacks and Defenses," IEEE Pervasive Computing, vol. 7, pp. 74-81, 2008. Article (CrossRef Link)   DOI
6 S. Brinkhaus, D. Carluccio, U. Greveler, B. Justus, D. Löhr, and C. Wegener, "Smart Hacking for Privacy," Proceeding of the 28th Chaos Communication Congress (28C3), 2011.
7 "Cryptographic Nonce," Available: http://en.wikipedia.org/wiki/Cryptographic_nonce
8 E. Quinn, "Privacy and the New Energy Infrastructure," University Colorado Law School - Center for Environmental and Energy Security (CEES) Available at SSRN 1370731, pp. 1-41, 2009. Article (CrossRef Link)
9 J. M. Bohli, C. Sorge, and O. Ugus, "A Privacy Model for Smart Metering," Proceeding of the IEEE International Conference on Communications Workshops (ICC), pp. 1-5, 2010. Article (CrossRef Link)
10 D. Gram, "Smart Meters Raise Privacy, Health Concerns in Vt.," Available: http://www.boston.com/news/local/vermont/articles/2011/11/14/smart_meters_raise_privacy_health_concerns_in_vt/
11 G. Kalogridis, F. Zhong, and S. Basutkar, "Affordable Privacy for Home Smart Meters," Proceeding of the Ninth IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops (ISPAW), pp. 77-84, 2011. Article (CrossRef Link)
12 NIST, "Guidelines for Smart Grid Cyber Security: Privacy and the Smart Grid - Potential Privacy Impacts that Arise from the Collection and Use of Smart Grid Data," National Institute of Standards and Technology (NIST), 2010. Article (CrossRef Link)
13 Y. Ye, Q. Yi, and H. Sharif, "A Secure and Reliable In-network Collaborative Communication Scheme for Advanced Metering Infrastructure in Smart Grid," Proceeding of the IEEE Wireless Communications and Networking Conference (WCNC), pp. 909-914, 2011. Article (CrossRef Link)
14 J. Choi, I. Shin, J. Seo, and C. Lee, "An Efficient Message Authentication for Non-repudiation of the Smart Metering Service," Proceeding of the First ACIS/JNU International Conference on Computers, Networks, Systems and Industrial Engineering (CNSI), pp. 331-333, 2011. Article (CrossRef Link)
15 S. McLaughlin, D. Podkuiko, and P. McDaniel, "Energy Theft in The Advanced Metering Infrastructure," Critical Information Infrastructures Security - Lecture Notes in Computer Science, vol. 6027, pp. 176-187, 2010. Article (CrossRef Link)   DOI
16 E. Ayday and S. Rajagopal, "Secure, Intuitive and Low-cost Device Authentication for Smart Grid Networks," Proceeding of the IEEE Consumer Communications and Networking Conference (CCNC), pp. 1161-1165, 2011. Article (CrossRef Link)
17 M. G. Rahman and H. Imai, "Security in Wireless Communication," Wireless Personal Communications, vol. 22, pp. 213-228, 2002. Article (CrossRef Link)   DOI
18 H. Alzaid, E. Foo, and J. G. Nieto, "Secure Data Aggregation in Wireless Sensor Network: A Survey," Proceeding of the Sixth Australasian Conference on Information Security (AISC '08), pp. 93-105, 2008.
19 A. Perrig, J. Stankovic, and D. Wagner, "Security in Wireless Sensor Networks," Communications of the ACM, vol. 47, pp. 53-57, 2004. Article (CrossRef Link)   DOI
20 J. Fadul, K. Hopkinson, C. Sheffield, J. Moore, and T. Andel, "Trust Management and Security in the Future Communication-Based "Smart" Electric Power Grid," Proceeding of the 44th Hawaii International Conference on System Sciences (HICSS), pp. 1-10, 2011. Article (CrossRef Link)
21 X. Le, M. Yilin, and B. Sinopoli, "False Data Injection Attacks in Electricity Markets," Proceeding of the First IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 226-231, 2010. Article (CrossRef Link)
22 D. Pan and Y. Liuqing, "A Secure and Privacy-Preserving Communication Scheme for Advanced Metering Infrastructure," Proceeding of the IEEE PES Innovative Smart Grid Technologies (ISGT), pp. 1-5, 2012. Article (CrossRef Link)
23 L. Husheng, L. Lifeng, and R. C. Qiu, "A Denial-of-Service Jamming Game for Remote State Monitoring in Smart Grid," Proceeding of the 45th Annual Conference on Information Sciences and Systems (CISS), pp. 1-6, 2011. Article (CrossRef Link)
24 A. Bartoli, Herna, x, J. ndez-Serrano, M. Soriano, M. Dohler, A. Kountouris, and D. Barthel, "Secure Lossless Aggregation for Smart Grid M2M Networks," Proceeding of the First IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 333-338, 2010. Article (CrossRef Link)
25 L. Fenjun, L. Bo, and L. Peng, "Secure Information Aggregation for Smart Grids Using Homomorphic Encryption," Proceeding of the First IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 327-332, 2010. Article (CrossRef Link)
26 A. Hahn and M. Govindarasu, "Cyber Attack Exposure Evaluation Framework for The Smart Grid," IEEE Transactions on Smart Grid, vol. 2, pp. 835-843, 2011. Article (CrossRef Link)   DOI
27 K. Sungwook, K. Eun Young, K. Myungsun, C. Jung Hee, J. Seong-ho, L. Yong-hoon, and C. Moon-seok, "A Secure Smart-Metering Protocol Over Power-Line Communication," IEEE Transactions on Power Delivery, vol. 26, pp. 2370-2379, 2011. Article (CrossRef Link)   DOI
28 D. P. Varodayan and G. X. Gao, "Redundant Metering for Integrity with Information-Theoretic Confidentiality," Proceeding of the First IEEE International Conference on Smart Grid Communications (SmartGridComm), Gaithersburg, pp. 345-349, 2010. Article (CrossRef Link)
29 M. M. Fouda, Z. M. Fadlullah, and N. Kato, "Assessing Attack Threat Against ZigBee-based Home Area Network for Smart Grid Communications," Proceeding of the International Conference on Computer Engineering and Systems (ICCES), pp. 245-250, 2010. Article (CrossRef Link)
30 M. M. Fouda, Z. M. Fadlullah, N. Kato, L. Rongxing, and S. Xuemin, "A Lightweight Message Authentication Scheme for Smart Grid Communications," IEEE Transactions on Smart Grid, vol. 2, pp. 675-685, 2011. Article (CrossRef Link)   DOI
31 B. Lichtensteiger, B. Bjelajac, Mu, x, C. ller, and C. Wietfeld, "RF Mesh Systems for Smart Metering: System Architecture and Performance," Proceeding of the 2010 First IEEE International Conference onSmart Grid Communications (SmartGridComm), pp. 379-384, 2010. Article (CrossRef Link)
32 W. Dong, L. Yan, M. Jafari, P. M. Skare, and K. Rohde, "Protecting Smart Grid Automation Systems Against Cyberattacks," IEEE Transactions on Smart Grid, vol. 2, pp. 782-795, 2011. Article (CrossRef Link)   DOI
33 H. Khurana, M. Hadley, L. Ning, and D. A. Frincke, "Smart-Grid Security Issues," IEEE Security & Privacy, vol. 8, pp. 81-85, 2010. Article (CrossRef Link)   DOI
34 F. Aloul, A. Al-Ali, R. Al-Dalky, M. Al-Mardini, and W. El-Hajj, "Smart Grid Security: Threats, Vulnerabilities and Solutions," International Journal of Smart Grid and Clean Energy, vol. 1, pp. 1-6, 2012. Article (CrossRef Link)   DOI
35 P. McDaniel and S. McLaughlin, "Security and Privacy Challenges in The Smart Grid," IEEE Security & Privacy, vol. 7, pp. 75-77, 2009. Article (CrossRef Link)   DOI
36 H. Yi, L. Husheng, K. A. Campbell, and H. Zhu, "Defending False Data Injection Attack on Smart Grid Network Using Adaptive CUSUM Test," Proceeding of the 45th Annual Conference on Information Sciences and Systems (CISS), pp. 1-6, 2011. Article (CrossRef Link)
37 IBM, "Build Smart Metering Solutions With IBM Informix TimeSeries," Available: http://www.itf-edv.de/fileadmin/user_upload/Aktuelles_Start/5106-build-smart-metering-solutions-with-ibm-informix-timeseries.pdf
38 S. Karnouskos, P. G. d. Silva, and D. Ilic, "Assessment of High-Performance Smart Metering for The Web Service Enabled Smart Grid Era," Proceeding of the 2nd ACM/SPEC International Conference on Performance Engineering, pp. 133-144, 2011. Article (CrossRef Link)
39 MAXIM, "Smart Meters Overview," Available: http://www.maxim-ic.com/solutions/guide/smart-grid/smart-meter.pdf
40 L. Husheng, M. Rukun, L. Lifeng, and R. C. Qiu, "Compressed Meter Reading for Delay-Sensitive and Secure Load Report in Smart Grid," Proceeding of the First IEEE International Conference onSmart Grid Communications (SmartGridComm), pp. 114-119, 2010. Article (CrossRef Link)
41 F. Skopik, Z. Ma, T. Bleier, and H. Grüneis, "A Survey on Threats and Vulnerabilities in Smart Metering Infrastructures," International Journal of Smart Grid and Clean Energy, vol. 1, pp. 22-28, 2012. Article (CrossRef Link)   DOI
42 C. Efthymiou and G. Kalogridis, "Smart Grid Privacy via Anonymization of Smart Metering Data," Proceeding of the First IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 238-243, 2010. Article (CrossRef Link)
43 Y. Yan, Y. Qian, H. Sharif, and D. Tipper, "A Survey on Cyber Security for Smart Grid Communications," IEEE Communications Surveys & Tutorials, vol. 14, pp. 998-1010, 2012. Article (CrossRef Link)   DOI
44 V. Aravinthan, V. Namboodiri, S. Sunku, and W. Jewell, "Wireless AMI Application and Security for Controlled Home Area Networks," Proceeding of the IEEE Power and Energy Society General Meeting, pp. 1-8, 2011. Article (CrossRef Link)
45 A. Bleicher, "Privacy on the Smart Grid: Are Smart Meters Spies? They Don't Have To Be," Available: http://spectrum.ieee.org/energy/the-smarter-grid/privacy-on-the-smart-grid, Access on 12 May 2011.
46 D. Chen, S. Barker, A. Subbaswamy, D. Irwin, and P. Shenoy, "Non-Intrusive Occupancy Monitoring using Smart Meters," Proceeding of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings, pp. 1-8, 2013. Article (CrossRef Link)
47 D. Chen, D. Irwin, P. Shenoy, and J. Albrecht, "Combined Heat and Privacy: Preventing Occupancy Detection from Smart Meters," Proceeding of the 12th IEEE Conference on Pervasive Computing and Communications (PerCom), 2014. Article (CrossRef Link)
48 T. W. Chim, S. M. Yiu, L. C. K. Hui, and V. O. K. Li, "PASS: Privacy-preserving Authentication Scheme for Smart Grid Network," Proceeding of the IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 196-201, 2011. Article (CrossRef Link)
49 S. McLaughlin, P. McDaniel, and W. Aiello, "Protecting Consumer Privacy from Electric Load Monitoring," Proceeding of the 18th ACM Conference on Computer and Communications Security, pp. 87-98, 2011. Article (CrossRef Link)
50 L. Rongxing, L. Xiaohui, L. Xu, L. Xiaodong, and S. Xuemin, "EPPA: An Efficient and Privacy-Preserving Aggregation Scheme for Secure Smart Grid Communications," IEEE Transactions on Parallel and Distributed Systems, vol. 23, pp. 1621-1631, 2012. Article (CrossRef Link)   DOI
51 W. Yang, N. Li, Y. Qi, W. Qardaji, S. McLaughlin, and P. McDaniel, "Minimizing Private Data Disclosures in the Smart Grid," Proceeding of the ACM conference on Computer and Communications Security, pp. 415-427, 2012. Article (CrossRef Link)
52 G. Kalogridis, M. Sooriyabandara, Z. Fan, and M. A. Mustafa, "Toward Unified Security and Privacy Protection for Smart Meter Networks," IEEE Systems Journal, pp. 1-14, 2013. Article (CrossRef Link)
53 S. S. S. R. Depuru, W. Lingfeng, V. Devabhaktuni, and N. Gudi, "Smart Meters for Power Grid - Challenges, Issues, Advantages and Status," Proceeding of the IEEE/PES Power Systems Conference and Exposition (PSCE), pp. 1-7, 2011. Article (CrossRef Link)
54 I. Kitagawa and S. Sekiguchi, "Technologies Supporting Smart Meter Networks," FUJITSU Sci. Tech. J, vol. 49, pp. 307-312, 2013.
55 V. Namboodiri, V. Aravinthan, S. N. Mohapatra, B. Karimi, and W. Jewell, "Toward a Secure Wireless-Based Home Area Network for Metering in Smart Grids," IEEE Systems Journal, pp. 1-12, 2013. Article (CrossRef Link)
56 P. Khajavi, H. Abniki, and A. B. Arani, "The Role of Incentive Based Demand Response Programs in Smart Grid," Proceeding of the 10th International Conference on Environment and Electrical Engineering (EEEIC), pp. 1-4, 2011. Article (CrossRef Link)
57 W. M. Taqqali and N. Abdulaziz, "Smart Grid and Demand Response Technology," Proceeding of the IEEE InternationalEnergy Conference and Exhibition (EnergyCon), Manama, Bahrain, pp. 710-715, 2010. Article (CrossRef Link)
58 C. W. Potter, A. Archambault, and K. Westrick, "Building a Smarter Smart Grid Through Better Renewable Energy Information," Proceeding of the IEEE/PES Power Systems Conference and Exposition (PSCE '09), pp. 1-5, 2009. Article (CrossRef Link)
59 J. Wang, M. Biviji, and W. M. Wang, "Case Studies of Smart Grid Demand Response Programs in North America," Proceeding of the IEEE PES Innovative Smart Grid Technologies (ISGT), pp. 1-5, 2011. Article (CrossRef Link)
60 F. M. Cleveland, "Cyber Security Issues for Advanced Metering Infrasttructure (AMI)," Proceeding of the IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, Pittsburgh, pp. 1-5, 2008. Article (CrossRef Link)
61 V. K. Sood, D. Fischer, J. M. Eklund, and T. Brown, "Developing a Communication Infrastructure for The Smart Grid," Proceeding of the IEEE Electrical Power & Energy Conference (EPEC), pp. 1-7, 2009. Article (CrossRef Link)
62 M. M. Fouda, Z. M. Fadlullah, N. Kato, L. Rongxing, and S. Xuemin, "Towards a Light-weight Message Authentication Mechanism Tailored for Smart Grid Communications," Proceeding of the IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp. 1018-1023, 2011. Article (CrossRef Link)
63 E. SmartGrids, "Strategic Deployment Document for Europe’s Electricity Networks of the Future," European Technology Platform SmartGrids. Brussels, 2008.