메뉴 건너뛰기




Volumn 19, Issue 1, 2017, Pages 397-422

Survey of Security Advances in Smart Grid: A Data Driven Approach

Author keywords

Data driven; security; smart grid; survey

Indexed keywords

DATA ACQUISITION; DATA HANDLING; DIGITAL STORAGE; ELECTRIC POWER TRANSMISSION NETWORKS; SURVEYING; SURVEYS;

EID: 85014070860     PISSN: None     EISSN: 1553877X     Source Type: Journal    
DOI: 10.1109/COMST.2016.2616442     Document Type: Review
Times cited : (226)

References (179)
  • 1
    • 84946196860 scopus 로고    scopus 로고
    • The emerging Enernet: Convergence of the smart grid with the Internet of Things
    • Asheville, NC, USA, Apr.
    • S. E. Collier, "The emerging Enernet: Convergence of the smart grid with the Internet of Things," in Proc. IEEE Rural Elect. Power Conf. (REPC), Asheville, NC, USA, Apr. 2015, pp. 65-68.
    • (2015) Proc. IEEE Rural Elect. Power Conf. (REPC) , pp. 65-68
    • Collier, S.E.1
  • 2
    • 84873388544 scopus 로고    scopus 로고
    • U.S. Dept. Energy, U.S. Dept. Homeland Security, Nat. Resources Canada, Columbia, MD, USA, Tech. Rep.
    • "Roadmap to secure control systems in the energy sector," U.S. Dept. Energy, U.S. Dept. Homeland Security, Nat. Resources Canada, Columbia, MD, USA, Tech. Rep., 2008.
    • (2008) Roadmap to Secure Control Systems in the Energy Sector
  • 3
    • 77954005795 scopus 로고    scopus 로고
    • Cyber security and power system communication - Essential parts of a smart grid infrastructure
    • Jul.
    • G. N. Ericsson, "Cyber security and power system communication - Essential parts of a smart grid infrastructure," IEEE Trans. Power Del., vol. 25, no. 3, pp. 1501-1507, Jul. 2010.
    • (2010) IEEE Trans. Power Del. , vol.25 , Issue.3 , pp. 1501-1507
    • Ericsson, G.N.1
  • 4
    • 84883332180 scopus 로고    scopus 로고
    • A survey on cyber security for smart grid communications
    • 4th Quart.
    • Y. Yan, Y. Qian, H. Sharif, and D. Tipper, "A survey on cyber security for smart grid communications," IEEE Commun. Surveys Tuts., vol. 14, no. 4, pp. 998-1010, 4th Quart., 2012.
    • (2012) IEEE Commun. Surveys Tuts. , vol.14 , Issue.4 , pp. 998-1010
    • Yan, Y.1    Qian, Y.2    Sharif, H.3    Tipper, D.4
  • 5
    • 84893572193 scopus 로고    scopus 로고
    • Cyber security and privacy issues in smart grids
    • 4th Quart.
    • J. Liu, Y. Xiao, S. Li, W. Liang, and C. L. P. Chen, "Cyber security and privacy issues in smart grids," IEEE Commun. Surveys Tuts., vol. 14, no. 4, pp. 981-997, 4th Quart., 2012.
    • (2012) IEEE Commun. Surveys Tuts. , vol.14 , Issue.4 , pp. 981-997
    • Liu, J.1    Xiao, Y.2    Li, S.3    Liang, W.4    Chen, C.L.P.5
  • 6
    • 84875747087 scopus 로고    scopus 로고
    • Cyber security in the smart grid: Survey and challenges
    • Apr. Online
    • W. Wang and Z. Lu, "Cyber security in the smart grid: Survey and challenges," Comput. Netw., vol. 57, no. 5, pp. 1344-1371, Apr. 2013. [Online]. Available: http://dx.doi.org/10.1016/j.comnet.2012.12.017
    • (2013) Comput. Netw. , vol.57 , Issue.5 , pp. 1344-1371
    • Wang, W.1    Lu, Z.2
  • 7
    • 84883411424 scopus 로고    scopus 로고
    • An analysis of smart grid attacks and countermeasures
    • Aug.
    • Z. A. Baig and A.-R. Amoudi, "An analysis of smart grid attacks and countermeasures," J. Commun., vol. 8, no. 8, pp. 473-479, Aug. 2013.
    • (2013) J. Commun. , vol.8 , Issue.8 , pp. 473-479
    • Baig, Z.A.1    Amoudi, A.-R.2
  • 8
    • 84913582851 scopus 로고    scopus 로고
    • Survey in smart grid and smart home security: Issues, challenges and countermeasures
    • 4th Quart.
    • N. Komninos, E. Philippou, and A. Pitsillides, "Survey in smart grid and smart home security: Issues, challenges and countermeasures," IEEE Commun. Surveys Tuts., vol. 16, no. 4, pp. 1933-1954, 4th Quart., 2014.
    • (2014) IEEE Commun. Surveys Tuts. , vol.16 , Issue.4 , pp. 1933-1954
    • Komninos, N.1    Philippou, E.2    Pitsillides, A.3
  • 9
    • 79954605963 scopus 로고    scopus 로고
    • NIST Smart Grid Interoperability Panel, NISTIR 7628 Cyber Security Working Group
    • "Guidelines for smart grid cyber security," NIST Smart Grid Interoperability Panel, NISTIR 7628 Cyber Security Working Group, 2010.
    • (2010) Guidelines for Smart Grid Cyber Security
  • 10
    • 84923224316 scopus 로고    scopus 로고
    • Toward scalable systems for big data analytics: A technology tutorial
    • H. Hu, Y. Wen, T.-S. Chua, and X. Li, "Toward scalable systems for big data analytics: A technology tutorial," IEEE Access, vol. 2, pp. 652-687, 2014.
    • (2014) IEEE Access , vol.2 , pp. 652-687
    • Hu, H.1    Wen, Y.2    Chua, T.-S.3    Li, X.4
  • 14
    • 85000644762 scopus 로고    scopus 로고
    • Vulnerabilities and countermeasures - A survey on the cyber security issues in the transmission subsystem of a smart grid
    • Y. Deng and S. Shukla, "Vulnerabilities and countermeasures - A survey on the cyber security issues in the transmission subsystem of a smart grid," J. Cyber Security Mobility, vol. 1, no. 2, pp. 251-276, 2012.
    • (2012) J. Cyber Security Mobility , vol.1 , Issue.2 , pp. 251-276
    • Deng, Y.1    Shukla, S.2
  • 17
    • 70749084707 scopus 로고    scopus 로고
    • U.S. Dept. Energy, Washington, DC, USA, Tech. Rep., [Online]
    • "Smart grid system report," U.S. Dept. Energy, Washington, DC, USA, Tech. Rep., 2009. [Online]. Available: http://energy.gov/ sites/prod/files/2009SmartGridSystemReport.pdf
    • (2009) Smart Grid System Report
  • 19
    • 84906271971 scopus 로고    scopus 로고
    • Dept. Energy & U. K. Climate Change, London, U.K., Tech. Rep. URN 14D/056
    • "Smart grid vision and routemap," Dept. Energy & U. K. Climate Change, London, U.K., Tech. Rep. URN 14D/056, 2014.
    • (2014) Smart Grid Vision and Routemap
  • 22
    • 70349993268 scopus 로고    scopus 로고
    • U.S. Dept. Energy, Nat. Energy Technol. Lab., Pittsburgh, PA, USA, Tech. Rep. 1014793. [Online]
    • "Advanced metering infrastructure," U.S. Dept. Energy, Nat. Energy Technol. Lab., Pittsburgh, PA, USA, Tech. Rep. 1014793, 2008. [Online]. Available: http://www.smartgrid.gov/white-papers
    • (2008) Advanced Metering Infrastructure
  • 23
    • 85050471301 scopus 로고    scopus 로고
    • Techniques, taxonomy, and challenges of privacy protection in the smart grid
    • [Online] May
    • S. Uludag, S. Zeadally, and M. Badra, "Techniques, taxonomy, and challenges of privacy protection in the smart grid," Computer Science, Engineering and Physics, May 2015. [Online]. Available: http://deepblue.lib.umich.edu/handle/2027.42/111644
    • (2015) Computer Science, Engineering and Physics
    • Uludag, S.1    Zeadally, S.2    Badra, M.3
  • 24
  • 26
    • 84955261992 scopus 로고    scopus 로고
    • U.S. Dept. Energy, Washington, DC, USA, Tech. Rep., [Online]
    • "2014 smart grid system report," U.S. Dept. Energy, Washington, DC, USA, Tech. Rep., 2014. [Online]. Available: http://energy.gov/sites/prod/files/2014/08/f18/SmartGrid-System Report2014.pdf
    • (2014) 2014 Smart Grid System Report
  • 27
    • 84866704959 scopus 로고    scopus 로고
    • Guide to supervisory control and data acquisition (SCADA) and industrial control systems security
    • K. Stouffer et al., "Guide to supervisory control and data acquisition (SCADA) and industrial control systems security," in Proc. SPIN, 2006, pp. 22-25.
    • (2006) Proc. SPIN , pp. 22-25
    • Stouffer, K.1
  • 29
    • 85014102842 scopus 로고    scopus 로고
    • Wide area measurement systems
    • Rijeka, Croatia: InTech, [Online]
    • M. Shahraeini and M. H. Javidi, "Wide area measurement systems," in Advanced Topics in Measurements. Rijeka, Croatia: InTech, 2012. [Online]. Available: http://www.intechopen.com/books/ advanced-topics-in-measurements/wide-area-measurement-systems
    • (2012) Advanced Topics in Measurements
    • Shahraeini, M.1    Javidi, M.H.2
  • 30
    • 42549169631 scopus 로고    scopus 로고
    • Implementation and applications of wide-area monitoring systems
    • Tampa, FL, USA, Jun.
    • M. Larsson, P. Korba, and M. Zima, "Implementation and applications of wide-area monitoring systems," in Proc. IEEE Power Eng. Soc. Gen. Meeting, Tampa, FL, USA, Jun. 2007, pp. 1-6.
    • (2007) Proc. IEEE Power Eng. Soc. Gen. Meeting , pp. 1-6
    • Larsson, M.1    Korba, P.2    Zima, M.3
  • 31
    • 80052266554 scopus 로고    scopus 로고
    • Wide-area monitoring, protection, and control of future electric power networks
    • Jan.
    • V. Terzija et al., "Wide-area monitoring, protection, and control of future electric power networks," Proc. IEEE, vol. 99, no. 1, pp. 80-93, Jan. 2011.
    • (2011) Proc. IEEE , vol.99 , Issue.1 , pp. 80-93
    • Terzija, V.1
  • 34
    • 84898026966 scopus 로고    scopus 로고
    • Installation, operation, and maintenance strategies to reduce the cost of offshore wind energy
    • Golden, CO, USA, Tech. Rep. NREL/TP-5000-57403
    • "Installation, operation, and maintenance strategies to reduce the cost of offshore wind energy," Nat. Renew. Energy Lab., Golden, CO, USA, Tech. Rep. NREL/TP-5000-57403, 2013.
    • (2013) Nat. Renew. Energy Lab.
  • 35
    • 84888062259 scopus 로고    scopus 로고
    • Cambridge, U.K.: Cambridge Univ. Press
    • A. Kumar et al., Hydropower. Cambridge, U.K.: Cambridge Univ. Press, 2011.
    • (2011) Hydropower
    • Kumar, A.1
  • 38
    • 79952910208 scopus 로고    scopus 로고
    • Real-time application of synchrophasors for improving reliability
    • Atlanta, GA, USA, Tech. Rep., Oct.
    • "Real-time application of synchrophasors for improving reliability," North Amer. Elect. Rel. Corp., Atlanta, GA, USA, Tech. Rep., Oct. 2010.
    • (2010) North Amer. Elect. Rel. Corp.
  • 40
    • 84969631215 scopus 로고    scopus 로고
    • Siemens, Munich, Germany, Tech. Rep., Mar.
    • "Deep dive on microgrid technologies," Siemens, Munich, Germany, Tech. Rep., Mar. 2015.
    • (2015) Deep Dive on Microgrid Technologies
  • 43
    • 84883884011 scopus 로고    scopus 로고
    • EEI-AEIC-UTC White Paper, Edison Elect. Inst., Utilities Telecom Council, Washington, DC, USA, Tech. Rep., Mar.
    • "Smart meters and smart meter systems: A metering industry perspective," EEI-AEIC-UTC White Paper, Edison Elect. Inst., Utilities Telecom Council, Washington, DC, USA, Tech. Rep., Mar. 2011.
    • (2011) Smart Meters and Smart Meter Systems: A Metering Industry Perspective
  • 46
    • 85014096626 scopus 로고    scopus 로고
    • Pike Res., Boulder, CO, USA, Tech. Rep.
    • "Executive summary: Smart appliances," Pike Res., Boulder, CO, USA, Tech. Rep., 2012.
    • (2012) Executive Summary: Smart Appliances
  • 50
    • 85014123674 scopus 로고    scopus 로고
    • Nat. Assoc. State Energy Officials, Arlington, TX, USA, Tech. Rep. DE-OE0000119
    • "Smart grid and cyber security for energy assurance," Nat. Assoc. State Energy Officials, Arlington, TX, USA, Tech. Rep. DE-OE0000119, 2011.
    • (2011) Smart Grid and Cyber Security for Energy Assurance
  • 51
    • 84885951732 scopus 로고    scopus 로고
    • Security aspects of future renewable energy systems - A short overview
    • Nov.
    • B. Johansson, "Security aspects of future renewable energy systems - A short overview," Energy, vol. 61, pp. 598-605, Nov. 2013.
    • (2013) Energy , vol.61 , pp. 598-605
    • Johansson, B.1
  • 52
    • 84876070188 scopus 로고    scopus 로고
    • A broadened typology on energy and security
    • May
    • B. Johansson, "A broadened typology on energy and security," Energy, vol. 53, pp. 199-205, May 2013.
    • (2013) Energy , vol.53 , pp. 199-205
    • Johansson, B.1
  • 54
    • 34547307341 scopus 로고    scopus 로고
    • Physical unclonable functions for device authentication and secret key generation
    • San Diego, CA, USA
    • G. E. Suh and S. Devadas, "Physical unclonable functions for device authentication and secret key generation," in Proc. 44th Annu. Design Autom. Conf., San Diego, CA, USA, 2007, pp. 9-14.
    • (2007) Proc. 44th Annu. Design Autom. Conf. , pp. 9-14
    • Suh, G.E.1    Devadas, S.2
  • 56
    • 54049107254 scopus 로고    scopus 로고
    • Exploring the IEEE standard C37.118-2005 synchrophasors for power systems
    • Oct.
    • K. E. Martin et al., "Exploring the IEEE standard C37.118-2005 synchrophasors for power systems," IEEE Trans. Power Del., vol. 23, no. 4, pp. 1805-1811, Oct. 2008.
    • (2008) IEEE Trans. Power Del. , vol.23 , Issue.4 , pp. 1805-1811
    • Martin, K.E.1
  • 57
    • 84940021407 scopus 로고    scopus 로고
    • Sandia Nat. Lab., Albuquerque, NM, USA, Tech. Rep. SAND2013-5472, Jul.
    • "Microgrid cyber security reference architecture," Sandia Nat. Lab., Albuquerque, NM, USA, Tech. Rep. SAND2013-5472, Jul. 2013.
    • (2013) Microgrid Cyber Security Reference Architecture
  • 58
    • 78751680837 scopus 로고    scopus 로고
    • U.S. Dept. Energy, Sandia Nat. Lab., Albuquerque, NM, USA, Tech. Rep. SAND2007-5791, Sep.
    • "Categorizing threat: Building and using a generic threat matrix," U.S. Dept. Energy, Sandia Nat. Lab., Albuquerque, NM, USA, Tech. Rep. SAND2007-5791, Sep. 2007.
    • (2007) Categorizing Threat: Building and Using a Generic Threat Matrix
  • 59
    • 84942325424 scopus 로고    scopus 로고
    • Design of a trust security model for smart meters in an urban power grid network
    • Montreal, QC, Canada, Online
    • A. Alnasser and N.-E. Rikli, "Design of a trust security model for smart meters in an urban power grid network," in Proc. 10th ACM Symp. QoS Security Wireless Mobile Netw., Montreal, QC, Canada, 2014, pp. 105-108. [Online]. Available: http://doi.acm.org/10.1145/2642687.2642703
    • (2014) Proc. 10th ACM Symp. QoS Security Wireless Mobile Netw. , pp. 105-108
    • Alnasser, A.1    Rikli, N.-E.2
  • 60
    • 84958926115 scopus 로고    scopus 로고
    • Cambridge University, Tech. Rep. [Online]
    • R. Anderson and S. Fuloria, "Smart meter security: A survey," Cambridge University, Tech. Rep., 2014. [Online]. Available: https://www.cl.cam.ac.uk/?rja14/Papers/JSAC-draft.pdf
    • (2014) Smart Meter Security: A Survey
    • Anderson, R.1    Fuloria, S.2
  • 61
    • 84862885096 scopus 로고    scopus 로고
    • Secure cryptographic key management system (CKMS) considerations for smart grid devices
    • Oak Ridge, TN, USA, Online
    • R. Abercrombie et al., "Secure cryptographic key management system (CKMS) considerations for smart grid devices," in Proc. 7th Annu. Workshop Cyber Security Inf. Intell. Res. (CSIIRW), Oak Ridge, TN, USA, 2011, p. 59. [Online]. Available: http://doi.acm.org/10.1145/2179298.2179364
    • (2011) Proc. 7th Annu. Workshop Cyber Security Inf. Intell. Res. (CSIIRW) , pp. 59
    • Abercrombie, R.1
  • 63
    • 85014075456 scopus 로고    scopus 로고
    • IEC 61850 communication networks and systems in substations: An overview for users
    • M. Adamiak, D. Baigent, and R. Mackiewicz, "IEC 61850 communication networks and systems in substations: An overview for users," in Proc. Syst. Protect. Seminar, 2004, pp. 13-16.
    • (2004) Proc. Syst. Protect. Seminar , pp. 13-16
    • Adamiak, M.1    Baigent, D.2    Mackiewicz, R.3
  • 64
    • 79951960033 scopus 로고    scopus 로고
    • Developing ZigBee deployment guideline under WiFi interference for smart grid applications
    • Mar.
    • P. Yi, A. Iwayemi, and C. Zhou, "Developing ZigBee deployment guideline under WiFi interference for smart grid applications," IEEE Trans. Smart Grid, vol. 2, no. 1, pp. 110-120, Mar. 2011.
    • (2011) IEEE Trans. Smart Grid , vol.2 , Issue.1 , pp. 110-120
    • Yi, P.1    Iwayemi, A.2    Zhou, C.3
  • 66
    • 33746082508 scopus 로고    scopus 로고
    • Univ. California at Berkeley, Berkeley, CA, USA, Tech. Rep.
    • S. C. Ergen, "ZigBee/IEEE 802.15.4 summary," Univ. California at Berkeley, Berkeley, CA, USA, Tech. Rep., 2004.
    • (2004) ZigBee/IEEE 802.15.4 Summary
    • Ergen, S.C.1
  • 69
    • 18844378373 scopus 로고    scopus 로고
    • Understanding and using the IEC 61850: A case for meta-modelling
    • T. Kostic, O. Preiss, and C. Frei, "Understanding and using the IEC 61850: A case for meta-modelling," Comput. Stand. Interfaces, vol. 27, no. 6, pp. 679-695, 2005.
    • (2005) Comput. Stand. Interfaces , vol.27 , Issue.6 , pp. 679-695
    • Kostic, T.1    Preiss, O.2    Frei, C.3
  • 71
    • 84904355771 scopus 로고    scopus 로고
    • Power line communication technologies for smart grid applications: A review of advances and challenges
    • Sep. [Online]
    • M. Yigit, V. C. Gungor, G. Tuna, M. Rangoussi, and E. Fadel, "Power line communication technologies for smart grid applications: A review of advances and challenges," Comput. Netw., vol. 70, pp. 366-383, Sep. 2014. [Online]. Available: http://www.sciencedirect.com/science/ article/pii/S1389128614002369
    • (2014) Comput. Netw. , vol.70 , pp. 366-383
    • Yigit, M.1    Gungor, V.C.2    Tuna, G.3    Rangoussi, M.4    Fadel, E.5
  • 75
    • 84921446675 scopus 로고    scopus 로고
    • Practical and secure machine-to-machine data collection protocol in smart grid
    • San Francisco, CA, USA, Oct.
    • S. Uludag, K.-S. Lui, W. Ren, and K. Nahrstedt, "Practical and secure machine-to-machine data collection protocol in smart grid," in Proc. IEEE Conf. Commun. Netw. Security (CNS), San Francisco, CA, USA, Oct. 2014, pp. 85-90.
    • (2014) Proc. IEEE Conf. Commun. Netw. Security (CNS) , pp. 85-90
    • Uludag, S.1    Lui, K.-S.2    Ren, W.3    Nahrstedt, K.4
  • 76
    • 84960388307 scopus 로고    scopus 로고
    • Secure and scalable data collection with time minimization in the smart grid
    • Jan.
    • S. Uludag, K.-S. Lui, W. Ren, and K. Nahrstedt, "Secure and scalable data collection with time minimization in the smart grid," IEEE Trans. Smart Grid, vol. 7, no. 1, pp. 43-54, Jan. 2016.
    • (2016) IEEE Trans. Smart Grid , vol.7 , Issue.1 , pp. 43-54
    • Uludag, S.1    Lui, K.-S.2    Ren, W.3    Nahrstedt, K.4
  • 79
    • 84907403981 scopus 로고    scopus 로고
    • Business models in the smart grid: Challenges, opportunities and proposals for prosumer profitability
    • J. Rodríguez-Molina, M. Martínez-Núñez, J.-F. Martínez, and W. Pérez-Aguiar, "Business models in the smart grid: Challenges, opportunities and proposals for prosumer profitability," Energies, vol. 7, no. 9, pp. 6142-6171, 2014.
    • (2014) Energies , vol.7 , Issue.9 , pp. 6142-6171
    • Rodríguez-Molina, J.1    Martínez-Núñez, M.2    Martínez, J.-F.3    Pérez-Aguiar, W.4
  • 82
    • 84888617749 scopus 로고    scopus 로고
    • A security privacy protection scheme for data collection of smart meters based on homomorphic encryption
    • Zagreb, Croatia, Jul.
    • N. Yukun et al., "A security privacy protection scheme for data collection of smart meters based on homomorphic encryption," in Proc. IEEE EUROCON, Zagreb, Croatia, Jul. 2013, pp. 1401-1405.
    • (2013) Proc. IEEE EUROCON , pp. 1401-1405
    • Yukun, N.1
  • 85
    • 84864583229 scopus 로고    scopus 로고
    • EPPA: An efficient and privacy-preserving aggregation scheme for secure smart grid communications
    • Sep.
    • R. Lu, X. Liang, X. Li, X. Lin, and X. Shen, "EPPA: An efficient and privacy-preserving aggregation scheme for secure smart grid communications," IEEE Trans. Parallel Distrib. Syst., vol. 23, no. 9, pp. 1621-1631, Sep. 2012.
    • (2012) IEEE Trans. Parallel Distrib. Syst. , vol.23 , Issue.9 , pp. 1621-1631
    • Lu, R.1    Liang, X.2    Li, X.3    Lin, X.4    Shen, X.5
  • 88
    • 84883649052 scopus 로고    scopus 로고
    • Database systems for the smart grid
    • A. B. M. S. Ali, Ed. London, U.K.: Springer
    • Z. Aung, "Database systems for the smart grid," in Smart Grids (Green Energy and Technology), A. B. M. S. Ali, Ed. London, U.K.: Springer, 2013.
    • (2013) Smart Grids (Green Energy and Technology)
    • Aung, Z.1
  • 89
    • 84956972709 scopus 로고    scopus 로고
    • A brief survey on smart grid data analysis in the cloud
    • Dec. Online
    • A. Bereş, B. Genge, and I. Kiss, "A brief survey on smart grid data analysis in the cloud," Proc. Technol., vol. 19, pp. 858-865, Dec. 2015. [Online]. Available: http://www.sciencedirect.com/ science/article/pii/S2212017315001243
    • (2015) Proc. Technol. , vol.19 , pp. 858-865
    • Bereş, A.1    Genge, B.2    Kiss, I.3
  • 90
    • 84860867312 scopus 로고    scopus 로고
    • A comparative study of data storage and processing architectures for the smart grid
    • Gaithersburg, MD, USA, Oct.
    • M. Arenas-Martinez et al., "A comparative study of data storage and processing architectures for the smart grid," in Proc. 1st IEEE Int. Conf. Smart Grid Commun. (SmartGridComm), Gaithersburg, MD, USA, Oct. 2010, pp. 285-290.
    • (2010) Proc. 1st IEEE Int. Conf. Smart Grid Commun. (SmartGridComm) , pp. 285-290
    • Arenas-Martinez, M.1
  • 91
    • 85014101778 scopus 로고    scopus 로고
    • White paper: Storage infrastructure for smart grid data management
    • Armonk, NY, USA
    • "White paper: Storage infrastructure for smart grid data management," IBM Syst. Technol. Energy Utilities, Armonk, NY, USA, 2012.
    • (2012) IBM Syst. Technol. Energy Utilities
  • 92
    • 84906857302 scopus 로고    scopus 로고
    • Survey on securing data storage in the cloud
    • C.-T. Huang et al., "Survey on securing data storage in the cloud," APSIPA Trans. Signal Inf. Process., vol. 3, no. 2, pp. e7-1-e7-17, 2014.
    • (2014) APSIPA Trans. Signal Inf. Process. , vol.3 , Issue.2 , pp. e71-e717
    • Huang, C.-T.1
  • 93
    • 80053168238 scopus 로고    scopus 로고
    • An analysis of security and privacy issues in smart grid software architectures on clouds
    • Washington, DC, USA, Jul.
    • Y. Simmhan, A. G. Kumbhare, B. Cao, and V. Prasanna, "An analysis of security and privacy issues in smart grid software architectures on clouds," in Proc. IEEE Int. Conf. Cloud Comput. (CLOUD), Washington, DC, USA, Jul. 2011, pp. 582-589.
    • (2011) Proc. IEEE Int. Conf. Cloud Comput. (CLOUD) , pp. 582-589
    • Simmhan, Y.1    Kumbhare, A.G.2    Cao, B.3    Prasanna, V.4
  • 94
    • 79954605963 scopus 로고    scopus 로고
    • NIST Smart Grid Interoperability Panel, Cyber Security Working Group, Gaithersburg, MD, USA
    • "Guidelines for smart grid cyber security: Privacy and the smart grid," NIST Smart Grid Interoperability Panel, Cyber Security Working Group, Gaithersburg, MD, USA, 2010.
    • (2010) Guidelines for Smart Grid Cyber Security: Privacy and the Smart Grid
  • 95
    • 77952887452 scopus 로고    scopus 로고
    • Security technology for smart grid networks
    • Jun.
    • A. R. Metke and R. L. Ekl, "Security technology for smart grid networks," IEEE Trans. Smart Grid, vol. 1, no. 1, pp. 99-107, Jun. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.1 , pp. 99-107
    • Metke, A.R.1    Ekl, R.L.2
  • 96
    • 84864865604 scopus 로고    scopus 로고
    • Securing smart grid: Cyber attacks, countermeasures, and challenges
    • Aug.
    • X. Li et al., "Securing smart grid: Cyber attacks, countermeasures, and challenges," IEEE Commun. Mag., vol. 50, no. 8, pp. 38-45, Aug. 2012.
    • (2012) IEEE Commun. Mag. , vol.50 , Issue.8 , pp. 38-45
    • Li, X.1
  • 98
    • 82155185209 scopus 로고    scopus 로고
    • A lightweight message authentication scheme for smart grid communications
    • Dec.
    • M. M. Fouda, Z. M. Fadlullah, N. Kato, R. Lu, and X. S. Shen, "A lightweight message authentication scheme for smart grid communications," IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 675-685, Dec. 2011.
    • (2011) IEEE Trans. Smart Grid , vol.2 , Issue.4 , pp. 675-685
    • Fouda, M.M.1    Fadlullah, Z.M.2    Kato, N.3    Lu, R.4    Shen, X.S.5
  • 99
    • 82155192847 scopus 로고    scopus 로고
    • Multicast authentication in the smart grid with onetime signature
    • Dec.
    • Q. Li and G. Cao, "Multicast authentication in the smart grid with onetime signature," IEEE Trans. Smart Grid, vol. 2, no. 4, pp. 686-696, Dec. 2011.
    • (2011) IEEE Trans. Smart Grid , vol.2 , Issue.4 , pp. 686-696
    • Li, Q.1    Cao, G.2
  • 101
    • 80054980847 scopus 로고    scopus 로고
    • Requirements or recommendations? Sorting out NERC CIP, NIST, and DOE cybersecurity
    • College Station, TX, USA
    • D. Dolezilek and L. Hussey, "Requirements or recommendations? Sorting out NERC CIP, NIST, and DOE cybersecurity," in Proc. 64th Annu. Conf. Protective Relay Eng., College Station, TX, USA, 2011, pp. 328-333.
    • (2011) Proc. 64th Annu. Conf. Protective Relay Eng. , pp. 328-333
    • Dolezilek, D.1    Hussey, L.2
  • 102
    • 84886436167 scopus 로고    scopus 로고
    • Real-time intrusion detection in power system operations
    • May
    • J. Valenzuela, J. Wang, and N. Bissinger, "Real-time intrusion detection in power system operations," IEEE Trans. Power Syst., vol. 28, no. 2, pp. 1052-1062, May 2013.
    • (2013) IEEE Trans. Power Syst. , vol.28 , Issue.2 , pp. 1052-1062
    • Valenzuela, J.1    Wang, J.2    Bissinger, N.3
  • 103
    • 77952888003 scopus 로고    scopus 로고
    • Demand response as a market resource under the smart grid paradigm
    • Jun.
    • F. Rahimi and A. Ipakchi, "Demand response as a market resource under the smart grid paradigm," IEEE Trans. Smart Grid, vol. 1, no. 1, pp. 82-88, Jun. 2010.
    • (2010) IEEE Trans. Smart Grid , vol.1 , Issue.1 , pp. 82-88
    • Rahimi, F.1    Ipakchi, A.2
  • 104
    • 84922457767 scopus 로고    scopus 로고
    • OpenADR Alliance, Morgan Hill, CA, USA, [Online]
    • OpenADR 2.0 Profile Specification, OpenADR Alliance, Morgan Hill, CA, USA, 2013. [Online]. Available: http://www.openadr.org/specification-download
    • (2013) OpenADR 2.0 Profile Specification
  • 105
    • 84927634967 scopus 로고    scopus 로고
    • Security and privacy in smart grid demand response systems
    • J. Cuellar, Ed. Cham, Switzerland: Springer, [Online]
    • A. Paverd, A. Martin, and I. Brown, "Security and privacy in smart grid demand response systems," in Smart Grid Security (LNCS 8448), J. Cuellar, Ed. Cham, Switzerland: Springer, 2014, pp. 1-15. [Online]. Available: http://dx.doi.org/10.1007/978-3-319-10329-7-1
    • (2014) Smart Grid Security (LNCS 8448) , pp. 1-15
    • Paverd, A.1    Martin, A.2    Brown, I.3
  • 108
    • 84874965873 scopus 로고    scopus 로고
    • UDP: Usage-based dynamic pricing with privacy preservation for smart grid
    • Mar.
    • X. Liang, X. Li, R. Lu, X. Lin, and X. Shen, "UDP: Usage-based dynamic pricing with privacy preservation for smart grid," IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 141-150, Mar. 2013.
    • (2013) IEEE Trans. Smart Grid , vol.4 , Issue.1 , pp. 141-150
    • Liang, X.1    Li, X.2    Lu, R.3    Lin, X.4    Shen, X.5
  • 109
    • 84904608123 scopus 로고    scopus 로고
    • EPPDR: An efficient privacy-preserving demand response scheme with adaptive key evolution in smart grid
    • Aug.
    • H. Li et al., "EPPDR: An efficient privacy-preserving demand response scheme with adaptive key evolution in smart grid," IEEE Trans. Parallel Distrib. Syst., vol. 25, no. 8, pp. 2053-2064, Aug. 2014.
    • (2014) IEEE Trans. Parallel Distrib. Syst. , vol.25 , Issue.8 , pp. 2053-2064
    • Li, H.1
  • 110
    • 84931003407 scopus 로고    scopus 로고
    • Distributed demand response algorithms against semi-honest adversaries
    • Jul.
    • M. Zhu, "Distributed demand response algorithms against semi-honest adversaries," in Proc. IEEE PES Gen. Meeting Conf. Expo., Jul. 2014, pp. 1-5.
    • (2014) Proc. IEEE PES Gen. Meeting Conf. Expo. , pp. 1-5
    • Zhu, M.1
  • 111
    • 84874995688 scopus 로고    scopus 로고
    • Dependable demand response management in the smart grid: A Stackelberg game approach
    • Mar.
    • S. Maharjan, Q. Zhu, Y. Zhang, S. Gjessing, and T. Basar, "Dependable demand response management in the smart grid: A Stackelberg game approach," IEEE Trans. Smart Grid, vol. 4, no. 1, pp. 120-132, Mar. 2013.
    • (2013) IEEE Trans. Smart Grid , vol.4 , Issue.1 , pp. 120-132
    • Maharjan, S.1    Zhu, Q.2    Zhang, Y.3    Gjessing, S.4    Basar, T.5
  • 112
    • 84904497668 scopus 로고    scopus 로고
    • Safety-assured collaborative load management in smart grids
    • Washington, DC, USA, Online
    • H. H. Nguyen, R. Tan, and D. K. Y. Yau, "Safety-assured collaborative load management in smart grids," in Proc. ACM/IEEE 5th Int. Conf. Cyber Phys. Syst. (ICCPS), Washington, DC, USA, 2014, pp. 151-162. [Online]. Available: http://dx.doi.org/10.1109/ICCPS.2014.6843719
    • (2014) Proc. ACM/IEEE 5th Int. Conf. Cyber Phys. Syst. (ICCPS) , pp. 151-162
    • Nguyen, H.H.1    Tan, R.2    Yau, D.K.Y.3
  • 113
    • 74049113264 scopus 로고    scopus 로고
    • False data injection attacks against state estimation in electric power grids
    • Y. Liu, P. Ning, and M. K. Reiter, "False data injection attacks against state estimation in electric power grids," in Proc. 16th ACM Conf. Comput. Commun. Security, 2009, pp. 34-35.
    • (2009) Proc. 16th ACM Conf. Comput. Commun. Security , pp. 34-35
    • Liu, Y.1    Ning, P.2    Reiter, M.K.3
  • 114
    • 79954575826 scopus 로고    scopus 로고
    • Malicious data attacks on smart grid state estimation: Attack strategies and countermeasures
    • Gaithersburg, MD, USA
    • O. Kosut, L. Jia, R. J. Thomas, and L. Tong, "Malicious data attacks on smart grid state estimation: Attack strategies and countermeasures," in Proc. 1st IEEE Int. Conf. Smart Grid Commun. (SmartGridComm), Gaithersburg, MD, USA, 2010, pp. 220-225.
    • (2010) Proc. 1st IEEE Int. Conf. Smart Grid Commun. (SmartGridComm) , pp. 220-225
    • Kosut, O.1    Jia, L.2    Thomas, R.J.3    Tong, L.4
  • 115
    • 85032751507 scopus 로고    scopus 로고
    • Coordinated data-injection attack and detection in the smart grid: A detailed look at enriching detection solutions
    • Sep.
    • S. Cui et al., "Coordinated data-injection attack and detection in the smart grid: A detailed look at enriching detection solutions," IEEE Signal Process. Mag., vol. 29, no. 5, pp. 106-115, Sep. 2012.
    • (2012) IEEE Signal Process. Mag. , vol.29 , Issue.5 , pp. 106-115
    • Cui, S.1
  • 116
    • 84883303602 scopus 로고    scopus 로고
    • Smart grid data integrity attacks
    • Sep.
    • A. Giani et al., "Smart grid data integrity attacks," IEEE Trans. Smart Grid, vol. 4, no. 3, pp. 1244-1253, Sep. 2013.
    • (2013) IEEE Trans. Smart Grid , vol.4 , Issue.3 , pp. 1244-1253
    • Giani, A.1
  • 117
    • 84872133588 scopus 로고    scopus 로고
    • Bad data injection in smart grid: Attack and defense mechanisms
    • Jan.
    • Y. Huang et al., "Bad data injection in smart grid: Attack and defense mechanisms," IEEE Commun. Mag., vol. 51, no. 1, pp. 27-33, Jan. 2013.
    • (2013) IEEE Commun. Mag. , vol.51 , Issue.1 , pp. 27-33
    • Huang, Y.1
  • 118
    • 84855833135 scopus 로고    scopus 로고
    • A distributed method for state estimation and false data detection in power networks
    • Brussels, Belgium, Oct.
    • F. Pasqualetti, R. Carli, and F. Bullo, "A distributed method for state estimation and false data detection in power networks," in Proc. IEEE Int. Conf. Smart Grid Commun. (SmartGridComm), Brussels, Belgium, Oct. 2011, pp. 469-474.
    • (2011) Proc. IEEE Int. Conf. Smart Grid Commun. (SmartGridComm) , pp. 469-474
    • Pasqualetti, F.1    Carli, R.2    Bullo, F.3
  • 119
    • 84865523689 scopus 로고    scopus 로고
    • Fully distributed state estimation for wide-area monitoring systems
    • Sep.
    • L. Xie, D.-H. Choi, S. Kar, and H. Poor, "Fully distributed state estimation for wide-area monitoring systems," IEEE Trans. Smart Grid, vol. 3, no. 3, pp. 1154-1169, Sep. 2012.
    • (2012) IEEE Trans. Smart Grid , vol.3 , Issue.3 , pp. 1154-1169
    • Xie, L.1    Choi, D.-H.2    Kar, S.3    Poor, H.4
  • 120
    • 84883177193 scopus 로고    scopus 로고
    • Distributed robust power system state estimation
    • May
    • V. Kekatos and G. B. Giannakis, "Distributed robust power system state estimation," IEEE Trans. Power Syst., vol. 28, no. 2, pp. 1617-1626, May 2013.
    • (2013) IEEE Trans. Power Syst. , vol.28 , Issue.2 , pp. 1617-1626
    • Kekatos, V.1    Giannakis, G.B.2
  • 121
    • 84880212462 scopus 로고    scopus 로고
    • Robust decentralized state estimation and tracking for power systems via network gossiping
    • Jul.
    • X. Li and A. Scaglione, "Robust decentralized state estimation and tracking for power systems via network gossiping," IEEE J. Sel. Areas Commun., vol. 31, no. 7, pp. 1184-1194, Jul. 2013.
    • (2013) IEEE J. Sel. Areas Commun. , vol.31 , Issue.7 , pp. 1184-1194
    • Li, X.1    Scaglione, A.2
  • 122
    • 84896974419 scopus 로고    scopus 로고
    • Extended distributed state estimation: A detection method against tolerable false data injection attacks in smart grids
    • [Online]
    • D. Wang et al., "Extended distributed state estimation: A detection method against tolerable false data injection attacks in smart grids," Energies, vol. 7, no. 3, pp. 1517-1538, 2014. [Online]. Available: http://www.mdpi.com/1996-1073/7/3/1517
    • (2014) Energies , vol.7 , Issue.3 , pp. 1517-1538
    • Wang, D.1
  • 123
    • 85027955739 scopus 로고    scopus 로고
    • Statistical structure learning to ensure data integrity in smart grid
    • Jul.
    • H. Sedghi and E. Jonckheere, "Statistical structure learning to ensure data integrity in smart grid," IEEE Trans. Smart Grid, vol. 6, no. 4, pp. 1924-1933, Jul. 2015.
    • (2015) IEEE Trans. Smart Grid , vol.6 , Issue.4 , pp. 1924-1933
    • Sedghi, H.1    Jonckheere, E.2
  • 124
    • 84880207075 scopus 로고    scopus 로고
    • Sparse attack construction and state estimation in the smart grid: Centralized and distributed models
    • Jul.
    • M. Ozay, I. Esnaola, F. T. Y. Vural, S. R. Kulkarni, and H. V. Poor, "Sparse attack construction and state estimation in the smart grid: Centralized and distributed models," IEEE J. Sel. Areas Commun., vol. 31, no. 7, pp. 1306-1318, Jul. 2013.
    • (2013) IEEE J. Sel. Areas Commun. , vol.31 , Issue.7 , pp. 1306-1318
    • Ozay, M.1    Esnaola, I.2    Vural, F.T.Y.3    Kulkarni, S.R.4    Poor, H.V.5
  • 125
    • 84906700148 scopus 로고    scopus 로고
    • Security of fully distributed power system state estimation: Detection and mitigation of data integrity attacks
    • Jul.
    • O. Vuković and G. Dán, "Security of fully distributed power system state estimation: Detection and mitigation of data integrity attacks," IEEE J. Sel. Areas Commun., vol. 32, no. 7, pp. 1500-1508, Jul. 2014.
    • (2014) IEEE J. Sel. Areas Commun. , vol.32 , Issue.7 , pp. 1500-1508
    • Vuković, O.1    Dán, G.2
  • 126
    • 84988268301 scopus 로고    scopus 로고
    • LPAttack: Leverage point attacks against state estimation in smart grid
    • Austin, TX, USA, Dec.
    • S. Tan, W.-Z. Song, M. Stewart, and L. Long, "LPAttack: Leverage point attacks against state estimation in smart grid," in Proc. IEEE Glob. Commun. Conf. (GLOBECOM), Austin, TX, USA, Dec. 2014, pp. 643-648.
    • (2014) Proc. IEEE Glob. Commun. Conf. (GLOBECOM) , pp. 643-648
    • Tan, S.1    Song, W.-Z.2    Stewart, M.3    Long, L.4
  • 127
    • 84903266505 scopus 로고    scopus 로고
    • LAV based robust state estimation for systems measured by PMUs
    • Jul.
    • M. Gol and A. Abur, "LAV based robust state estimation for systems measured by PMUs," IEEE Trans. Smart Grid, vol. 5, no. 4, pp. 1808-1814, Jul. 2014.
    • (2014) IEEE Trans. Smart Grid , vol.5 , Issue.4 , pp. 1808-1814
    • Gol, M.1    Abur, A.2
  • 128
    • 84893583546 scopus 로고    scopus 로고
    • Historical data-driven state estimation for electric power systems
    • Vancouver, BC, Canada, Oct.
    • Y. Weng, R. Negi, and M. Ilic, "Historical data-driven state estimation for electric power systems," in Proc. IEEE Int. Conf. Smart Grid Commun. (SmartGridComm), Vancouver, BC, Canada, Oct. 2013, pp. 97-102.
    • (2013) Proc. IEEE Int. Conf. Smart Grid Commun. (SmartGridComm) , pp. 97-102
    • Weng, Y.1    Negi, R.2    Ilic, M.3
  • 129
    • 85040083592 scopus 로고    scopus 로고
    • Kalman filters for dynamic and secure smart grid state estimation
    • Online
    • J. Zhang, G. Welch, N. Ramakrishnan, and S. Rahman, "Kalman filters for dynamic and secure smart grid state estimation," Intell. Ind. Syst., vol. 1, no. 1, pp. 29-36, 2015. [Online]. Available: http://dx.doi.org/10.1007/s40903-015-0009-6
    • (2015) Intell. Ind. Syst. , vol.1 , Issue.1 , pp. 29-36
    • Zhang, J.1    Welch, G.2    Ramakrishnan, N.3    Rahman, S.4
  • 130
    • 85014104875 scopus 로고    scopus 로고
    • Robust data-driven state estimation for smart grid
    • to be published. [Online]
    • "Robust data-driven state estimation for smart grid," IEEE Trans. Neural Netw. Learn., to be published. [Online]. Available: https://www.ml.cmu.edu/research/dap-papers/dap-weng.pdf
    • IEEE Trans. Neural Netw. Learn.
  • 131
    • 84929179617 scopus 로고    scopus 로고
    • Distributed power system state estimation using factor graphs
    • Jun.
    • P. Chavali and A. Nehorai, "Distributed power system state estimation using factor graphs," IEEE Trans. Signal Process., vol. 63, no. 11, pp. 2864-2876, Jun. 2015.
    • (2015) IEEE Trans. Signal Process. , vol.63 , Issue.11 , pp. 2864-2876
    • Chavali, P.1    Nehorai, A.2
  • 132
    • 84926301339 scopus 로고    scopus 로고
    • Secure estimation in the presence of integrity attacks
    • Apr.
    • Y. Mo and B. Sinopoli, "Secure estimation in the presence of integrity attacks," IEEE Trans. Autom. Control, vol. 60, no. 4, pp. 1145-1151, Apr. 2015.
    • (2015) IEEE Trans. Autom. Control , vol.60 , Issue.4 , pp. 1145-1151
    • Mo, Y.1    Sinopoli, B.2
  • 133
    • 84867867242 scopus 로고    scopus 로고
    • FBI: Smart meter hacks likely to spread
    • [Online]
    • B. Krebs, "FBI: Smart meter hacks likely to spread," Tech. Rep., 2012. [Online]. Available: http://krebsonsecurity.com/2012/ 04/fbi-smart-meter-hacks-likely-to-spread/
    • (2012) Tech. Rep.
    • Krebs, B.1
  • 134
    • 85014081831 scopus 로고    scopus 로고
    • Reducing technical and non-technical losses in the power sector
    • [Online]
    • W. Bank, "Reducing technical and non-technical losses in the power sector," Tech. Rep., 2009. [Online]. Available: http://documents.worldbank.org/curated/en/2009/01/20382190/ reducing-technical-non-technical-losses-power-sector
    • (2009) Tech. Rep.
    • Bank, W.1
  • 135
    • 67650822699 scopus 로고    scopus 로고
    • Security and privacy challenges in the smart grid
    • May/Jun.
    • P. McDaniel and S. McLaughlin, "Security and privacy challenges in the smart grid," IEEE Security Privacy, vol. 7, no. 3, pp. 75-77, May/Jun. 2009.
    • (2009) IEEE Security Privacy , vol.7 , Issue.3 , pp. 75-77
    • McDaniel, P.1    McLaughlin, S.2
  • 137
    • 84899799964 scopus 로고    scopus 로고
    • Energy-theft detection issues for advanced metering infrastructure in smart grid
    • Apr.
    • R. Jiang et al., "Energy-theft detection issues for advanced metering infrastructure in smart grid," Tsinghua Sci. Technol., vol. 19, no. 2, pp. 105-120, Apr. 2014.
    • (2014) Tsinghua Sci. Technol. , vol.19 , Issue.2 , pp. 105-120
    • Jiang, R.1
  • 139
    • 84867840989 scopus 로고    scopus 로고
    • Evaluating electricity theft detectors in smart grid networks
    • D. Balzarotti, S. Stolfo, and M. Cova, Eds. Heidelberg, Germany: Springer
    • D. Mashima and A. Cárdenas, "Evaluating electricity theft detectors in smart grid networks," in Research in Attacks, Intrusions, and Defenses (LNCS 7462), D. Balzarotti, S. Stolfo, and M. Cova, Eds. Heidelberg, Germany: Springer, 2012, pp. 210-229.
    • (2012) Research in Attacks, Intrusions, and Defenses (LNCS 7462) , pp. 210-229
    • Mashima, D.1    Cárdenas, A.2
  • 141
    • 84880210183 scopus 로고    scopus 로고
    • A multi-sensor energy theft detection framework for advanced metering infrastructures
    • Jul.
    • S. McLaughlin, B. Holbert, A. Fawaz, R. Berthier, and S. Zonouz, "A multi-sensor energy theft detection framework for advanced metering infrastructures," IEEE J. Sel. Areas Commun., vol. 31, no. 7, pp. 1319-1330, Jul. 2013.
    • (2013) IEEE J. Sel. Areas Commun. , vol.31 , Issue.7 , pp. 1319-1330
    • McLaughlin, S.1    Holbert, B.2    Fawaz, A.3    Berthier, R.4    Zonouz, S.5
  • 143
    • 84960349614 scopus 로고    scopus 로고
    • Electricity theft detection in AMI using customers' consumption patterns
    • Jan.
    • P. Jokar, N. Arianpoo, and V. C. M. Leung, "Electricity theft detection in AMI using customers' consumption patterns," IEEE Trans. Smart Grid, vol. 7, no. 1, pp. 216-226, Jan. 2016.
    • (2016) IEEE Trans. Smart Grid , vol.7 , Issue.1 , pp. 216-226
    • Jokar, P.1    Arianpoo, N.2    Leung, V.C.M.3
  • 144
    • 84961290030 scopus 로고    scopus 로고
    • Privacy-preserving energy theft detection in smart grids: A P2P computing approach
    • Sep.
    • S. Salinas, M. Li, and P. Li, "Privacy-preserving energy theft detection in smart grids: A P2P computing approach," IEEE J. Sel. Areas Commun., vol. 31, no. 9, pp. 257-267, Sep. 2013.
    • (2013) IEEE J. Sel. Areas Commun. , vol.31 , Issue.9 , pp. 257-267
    • Salinas, S.1    Li, M.2    Li, P.3
  • 145
    • 84928023627 scopus 로고    scopus 로고
    • Privacy-preserving energy theft detection in microgrids: A state estimation approach
    • Mar.
    • S. A. Salinas and P. Li, "Privacy-preserving energy theft detection in microgrids: A state estimation approach," IEEE Trans. Power Syst., vol. 31, no. 2, pp. 883-894, Mar. 2016.
    • (2016) IEEE Trans. Power Syst. , vol.31 , Issue.2 , pp. 883-894
    • Salinas, S.A.1    Li, P.2
  • 146
    • 84897675129 scopus 로고    scopus 로고
    • Security analytics: Big data analytics for cybersecurity: A review of trends, techniques and tools
    • Rawalpindi, Pakistan, Dec.
    • T. Mahmood and U. Afzal, "Security analytics: Big data analytics for cybersecurity: A review of trends, techniques and tools," in Proc. 2nd Nat. Conf. Inf. Assurance (NCIA), Rawalpindi, Pakistan, Dec. 2013, pp. 129-134.
    • (2013) Proc. 2nd Nat. Conf. Inf. Assurance (NCIA) , pp. 129-134
    • Mahmood, T.1    Afzal, U.2
  • 147
    • 84883289796 scopus 로고    scopus 로고
    • Big data fuels intelligence-driven security
    • [Online]
    • S. Curry, E. Kirda, E. Schwartz, W. Stewart, and A. Yoran, "Big data fuels intelligence-driven security," RSA Security Brief, 2013. [Online]. Available: http://www.emc.com/collateral/ industry-overview/big-data-fuels-intelligence-driven-security-io.pdf
    • (2013) RSA Security Brief
    • Curry, S.1    Kirda, E.2    Schwartz, E.3    Stewart, W.4    Yoran, A.5
  • 149
  • 150
    • 85014088151 scopus 로고    scopus 로고
    • Big data fuels intelligencedriven security
    • [Online]
    • S. Witt and A. Kapchonava, "Big data fuels intelligencedriven security," In-Depth Briefing in Smart Grid Update, 2014. [Online]. Available: http://www.smartgridupdate.com/ dataforutilities/pdf/data-2014.pdf
    • (2014) Depth Briefing in Smart Grid Update
    • Witt, S.1    Kapchonava, A.2
  • 152
    • 85014083788 scopus 로고    scopus 로고
    • Big data analytics and security intelligence in smart grid applications
    • Feb.
    • A. A. Cardenas, "Big data analytics and security intelligence in smart grid applications," in Proc. IEEE Conf. Innov. Smart Grid Technol., Feb. 2013, p. 23.
    • (2013) Proc. IEEE Conf. Innov. Smart Grid Technol. , pp. 23
    • Cardenas, A.A.1
  • 154
    • 84929521980 scopus 로고    scopus 로고
    • Smart grid data analytics for digital protective relay event recordings
    • [Online]
    • T. Popovic, M. Kezunovic, and B. Krstajic, "Smart grid data analytics for digital protective relay event recordings," Inf. Syst. Front., vol. 17, no. 3, pp. 591-600, 2015. [Online]. Available: http://dx.doi.org/10.1007/s10796-013-9434-9
    • (2015) Inf. Syst. Front. , vol.17 , Issue.3 , pp. 591-600
    • Popovic, T.1    Kezunovic, M.2    Krstajic, B.3
  • 155
    • 84872937432 scopus 로고    scopus 로고
    • Intelligent electronic device for smart grid: Statistical approach applied to event detection
    • Montreal, QC, Canada, Oct.
    • I. M. Moreno-Garcia et al., "Intelligent electronic device for smart grid: Statistical approach applied to event detection," in Proc. 38th Annu. Conf. IEEE Ind. Electron. Soc. (IECON), Montreal, QC, Canada, Oct. 2012, pp. 5221-5226.
    • (2012) Proc. 38th Annu. Conf. IEEE Ind. Electron. Soc. (IECON) , pp. 5221-5226
    • Moreno-Garcia, I.M.1
  • 156
    • 84893186958 scopus 로고    scopus 로고
    • Statistical structure learning of smart grid for detection of false data injection
    • Vancouver, BC, Canada, Jul.
    • H. Sedghi and E. Jonckheere, "Statistical structure learning of smart grid for detection of false data injection," in Proc. IEEE Power Energy Soc. Gen. Meeting (PES), Vancouver, BC, Canada, Jul. 2013, pp. 1-5.
    • (2013) Proc. IEEE Power Energy Soc. Gen. Meeting (PES) , pp. 1-5
    • Sedghi, H.1    Jonckheere, E.2
  • 157
    • 84889067660 scopus 로고    scopus 로고
    • Configuration-based IDS for advanced metering infrastructure
    • Berlin, Germany, Online
    • M. Q. Ali and E. Al-Shaer, "Configuration-based IDS for advanced metering infrastructure," in Proc. ACM SIGSAC Conf. Comput. Commun. Security (CCS), Berlin, Germany, 2013, pp. 451-462. [Online]. Available: http://doi.acm.org/10.1145/2508859.2516745
    • (2013) Proc. ACM SIGSAC Conf. Comput. Commun. Security (CCS) , pp. 451-462
    • Ali, M.Q.1    Al-Shaer, E.2
  • 158
    • 84904489099 scopus 로고    scopus 로고
    • Big data analysis techniques for cyber-threat detection in critical infrastructures
    • Victoria, BC, Canada, May
    • W. Hurst, M. Merabti, and P. Fergus, "Big data analysis techniques for cyber-threat detection in critical infrastructures," in Proc. 28th Int. Conf. Adv. Inf. Netw. Appl. Workshops (WAINA), Victoria, BC, Canada, May 2014, pp. 916-921.
    • (2014) Proc. 28th Int. Conf. Adv. Inf. Netw. Appl. Workshops (WAINA) , pp. 916-921
    • Hurst, W.1    Merabti, M.2    Fergus, P.3
  • 159
    • 84959498649 scopus 로고    scopus 로고
    • Developing a hybrid intrusion detection system using data mining for power systems
    • Nov.
    • S. Pan, T. Morris, and U. Adhikari, "Developing a hybrid intrusion detection system using data mining for power systems," IEEE Trans. Smart Grid, vol. 6, no. 6, pp. 3104-3113, Nov. 2015.
    • (2015) IEEE Trans. Smart Grid , vol.6 , Issue.6 , pp. 3104-3113
    • Pan, S.1    Morris, T.2    Adhikari, U.3
  • 160
    • 85028151153 scopus 로고    scopus 로고
    • Data-streambased intrusion detection system for advanced metering infrastructure in smart grid: A feasibility study
    • Mar.
    • M. A. Faisal, Z. Aung, J. R. Williams, and A. Sanchez, "Data-streambased intrusion detection system for advanced metering infrastructure in smart grid: A feasibility study," IEEE Syst. J., vol. 9, no. 1, pp. 31-44, Mar. 2015.
    • (2015) IEEE Syst. J. , vol.9 , Issue.1 , pp. 31-44
    • Faisal, M.A.1    Aung, Z.2    Williams, J.R.3    Sanchez, A.4
  • 161
    • 84900511469 scopus 로고    scopus 로고
    • Literature review on the applications of data mining in power systems
    • Champaign, IL, USA, Feb.
    • M. Kazerooni, H. Zhu, and T. Overbye, "Literature review on the applications of data mining in power systems," in Proc. Power Energy Conf. Illinois (PECI), Champaign, IL, USA, Feb. 2014, pp. 1-8.
    • (2014) Proc. Power Energy Conf. Illinois (PECI) , pp. 1-8
    • Kazerooni, M.1    Zhu, H.2    Overbye, T.3
  • 164
    • 84861490290 scopus 로고    scopus 로고
    • Modeling and visualization of smart power grid: Real time contingency and security aspects
    • Orlando, FL, USA, Mar.
    • P. Chopade, K. M. Flurchick, M. Bikdash, and I. Kateeb, "Modeling and visualization of smart power grid: Real time contingency and security aspects," in Proc. IEEE Southeastcon, Orlando, FL, USA, Mar. 2012, pp. 1-6.
    • (2012) Proc. IEEE Southeastcon , pp. 1-6
    • Chopade, P.1    Flurchick, K.M.2    Bikdash, M.3    Kateeb, I.4
  • 168
    • 84886445623 scopus 로고    scopus 로고
    • Cybersave: Situational awareness visualization for cyber security of smart grid systems
    • Atlanta, GA, USA. [Online]
    • W. J. Matuszak, L. DiPippo, and Y. L. Sun, "Cybersave: Situational awareness visualization for cyber security of smart grid systems," in Proc. 10th Workshop Visualization Cyber Security (VizSec), Atlanta, GA, USA, 2013, pp. 25-32. [Online]. Available: http://doi.acm.org/10.1145/2517957.2517961
    • (2013) Proc. 10th Workshop Visualization Cyber Security (VizSec) , pp. 25-32
    • Matuszak, W.J.1    DiPippo, L.2    Sun, Y.L.3
  • 170
    • 84883342220 scopus 로고    scopus 로고
    • Smart grid cyber security potential threats, vulnerabilities and risks
    • [Online]
    • "Smart grid cyber security potential threats, vulnerabilities and risks," Public Interest Energy Res. (PIER) Program INTERIM PROJECT REPORT, Tech. Rep. 500-08-027, 2012. [Online]. Available: http://www.energy.ca.gov/2012publications/CEC-500-2012-047/CEC-500-2012-047.pdf
    • (2012) Public Interest Energy Res. (PIER) Program INTERIM PROJECT REPORT, Tech. Rep. 500-08-027
  • 171
    • 84906689288 scopus 로고    scopus 로고
    • Cyber-physical device authentication for the smart grid electric vehicle ecosystem
    • Jul.
    • A. C.-F. Chan and J. Zhou, "Cyber-physical device authentication for the smart grid electric vehicle ecosystem," IEEE J. Sel. Areas Commun., vol. 32, no. 7, pp. 1509-1517, Jul. 2014.
    • (2014) IEEE J. Sel. Areas Commun. , vol.32 , Issue.7 , pp. 1509-1517
    • Chan, A.C.-F.1    Zhou, J.2
  • 172
    • 84921377919 scopus 로고    scopus 로고
    • Cyber security of plugin electric vehicles in smart grids: Application of intrusion detection methods
    • Singapore: Springer
    • S. Abedi, A. Arvani, and R. Jamalzadeh, "Cyber security of plugin electric vehicles in smart grids: Application of intrusion detection methods," in Plug in Electric Vehicles in Smart Grids (Power Systems). Singapore: Springer, 2015, pp. 129-147.
    • (2015) Plug in Electric Vehicles in Smart Grids (Power Systems) , pp. 129-147
    • Abedi, S.1    Arvani, A.2    Jamalzadeh, R.3
  • 174
    • 84953313183 scopus 로고    scopus 로고
    • The GridWise Archit. Council, Richland, WA, USA, [Online]
    • Gridwise Transactive Energy Framework Version 1.0, The GridWise Archit. Council, Richland, WA, USA, 2015. [Online]. Available: http://www.gridwiseac.org/pdfs/te-framework-report-pnnl-22946.pdf
    • (2015) Gridwise Transactive Energy Framework Version 1.0
  • 177
    • 84894213784 scopus 로고    scopus 로고
    • Security architecture model for smart grid communication systems
    • Dec.
    • H. Lim et al., "Security architecture model for smart grid communication systems," in Proc. Int. Conf. IT Convergence Security (ICITCS), Dec. 2013, pp. 1-4.
    • (2013) Proc. Int. Conf. IT Convergence Security (ICITCS) , pp. 1-4
    • Lim, H.1
  • 179
    • 84921509489 scopus 로고    scopus 로고
    • A federated architecture approach for Internet of Things security
    • Naples, Italy, Nov.
    • M. Leo, F. Battisti, M. Carli, and A. Neri, "A federated architecture approach for Internet of Things security," in Proc. Euro Med Telco Conf. (EMTC), Naples, Italy, Nov. 2014, pp. 1-5.
    • (2014) Proc. Euro Med Telco Conf. (EMTC) , pp. 1-5
    • Leo, M.1    Battisti, F.2    Carli, M.3    Neri, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.