Skip to main content
Erschienen in:
Buchtitelbild

2019 | OriginalPaper | Buchkapitel

1. Cyber-Physical Systems

verfasst von : Miao Pan, Jingyi Wang, Sai Mounika Errapotu, Xinyue Zhang, Jiahao Ding, Zhu Han

Erschienen in: Big Data Privacy Preservation for Cyber-Physical Systems

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this chapter, we first introduce the concept of the cyber physical systems (CPS) and explain the importance of privacy and security in CPS. Then, we present four different applications of CPS in the real world and briefly summarize the state-of-art research and the research challenges for the privacy preservation and big data analysis in these CPS systems. In this chapter, we provide content outlines for the rest of the book.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat L.A. Adamic, B.A. Huberman, Zipf’s law and the internet. Glottometrics 3(1), 143–150 (2002) L.A. Adamic, B.A. Huberman, Zipf’s law and the internet. Glottometrics 3(1), 143–150 (2002)
2.
Zurück zum Zitat B. Ahlgren, C. Dannewitz, C. Imbrenda, D. Kutscher, B. Ohlman, A survey of information-centric networking. IEEE Commun. Mag. 50(7), 26–36 (2012)CrossRef B. Ahlgren, C. Dannewitz, C. Imbrenda, D. Kutscher, B. Ohlman, A survey of information-centric networking. IEEE Commun. Mag. 50(7), 26–36 (2012)CrossRef
3.
Zurück zum Zitat D. Aikema, R. Simmonds, H. Zareipour, Data centres in the ancillary services market, in International Green Computing Conference (IGCC), San Jose, CA (2012), pp. 1–10 D. Aikema, R. Simmonds, H. Zareipour, Data centres in the ancillary services market, in International Green Computing Conference (IGCC), San Jose, CA (2012), pp. 1–10
4.
Zurück zum Zitat M.R. Asghar, G. Russello, B. Crispo, M. Ion, Supporting complex queries and access policies for multi-user encrypted databases, in Proceedings of the ACM Cloud Computing Security Workshop, Co-located with CCS, Berlin (2013) M.R. Asghar, G. Russello, B. Crispo, M. Ion, Supporting complex queries and access policies for multi-user encrypted databases, in Proceedings of the ACM Cloud Computing Security Workshop, Co-located with CCS, Berlin (2013)
5.
Zurück zum Zitat B. Bahrak, S. Bhattarai, A. Ullah, J.-M. Park, J. Reed, D. Gurney, Protecting the primary users operational privacy in spectrum sharing, in IEEE International Symposium on Dynamic Spectrum Access Networks, Mclean, VA (2014) B. Bahrak, S. Bhattarai, A. Ullah, J.-M. Park, J. Reed, D. Gurney, Protecting the primary users operational privacy in spectrum sharing, in IEEE International Symposium on Dynamic Spectrum Access Networks, Mclean, VA (2014)
6.
Zurück zum Zitat T. Baumeister, Adapting pki for the smart grid, in IEEE International Conference on Smart Grid Communications (SmartGridComm), Brussels (2011) T. Baumeister, Adapting pki for the smart grid, in IEEE International Conference on Smart Grid Communications (SmartGridComm), Brussels (2011)
7.
Zurück zum Zitat Cisco visual networking index: forecast and methodology, 2016–2021. Cisco (2017) Cisco visual networking index: forecast and methodology, 2016–2021. Cisco (2017)
8.
Zurück zum Zitat L. Duan, J. Huang, B. Shou, Cognitive mobile virtual network operator: investment and pricing with supply uncertainty, in Proceedings of IEEE Conference on Computer Communications, INFOCOM, San Diego, CA (2010) L. Duan, J. Huang, B. Shou, Cognitive mobile virtual network operator: investment and pricing with supply uncertainty, in Proceedings of IEEE Conference on Computer Communications, INFOCOM, San Diego, CA (2010)
9.
Zurück zum Zitat C. Dwork, Differential privacy: a survey of results, in International Conference on Theory and Applications of Models of Computation (Springer, Berlin, 2008), pp. 1–19CrossRef C. Dwork, Differential privacy: a survey of results, in International Conference on Theory and Applications of Models of Computation (Springer, Berlin, 2008), pp. 1–19CrossRef
10.
Zurück zum Zitat Federal Energy Regulatory Commission, A national assessment of demand response potential (2009) Federal Energy Regulatory Commission, A national assessment of demand response potential (2009)
11.
Zurück zum Zitat M.M. Fouda, Z.M. Fadlullah, N. Kato, R. Lu, X.S. Shen, A lightweight message authentication scheme for smart grid communications. IEEE Trans. Smart Grid 2(4), 675–685 (2011)CrossRef M.M. Fouda, Z.M. Fadlullah, N. Kato, R. Lu, X.S. Shen, A lightweight message authentication scheme for smart grid communications. IEEE Trans. Smart Grid 2(4), 675–685 (2011)CrossRef
12.
Zurück zum Zitat M. Ghamkhari, H. Mohsenian-Rad, Data centers to offer ancillary services, in IEEE Third International Conference on Smart Grid Communications (SmartGridComm), Taiwan (2012), pp. 436–441 M. Ghamkhari, H. Mohsenian-Rad, Data centers to offer ancillary services, in IEEE Third International Conference on Smart Grid Communications (SmartGridComm), Taiwan (2012), pp. 436–441
13.
Zurück zum Zitat G. Ghatikar, Demand response opportunities and enabling technologies for data centers: findings from field studies (2014) G. Ghatikar, Demand response opportunities and enabling technologies for data centers: findings from field studies (2014)
14.
Zurück zum Zitat M. Hajimirsadeghi, N.B. Mandayam, A. Reznik, Joint caching and pricing strategies for popular content in information centric networks. IEEE J. Sel. Areas Commun. 35(3), 654–667 (2017)CrossRef M. Hajimirsadeghi, N.B. Mandayam, A. Reznik, Joint caching and pricing strategies for popular content in information centric networks. IEEE J. Sel. Areas Commun. 35(3), 654–667 (2017)CrossRef
15.
Zurück zum Zitat Q. Huang, Y. Tao, F. Wu, Spring: a strategy-proof and privacy preserving spectrum auction mechanism, in Proceeding of IEEE International Conference on Computer Communications (INFOCOM), Turian (2013) Q. Huang, Y. Tao, F. Wu, Spring: a strategy-proof and privacy preserving spectrum auction mechanism, in Proceeding of IEEE International Conference on Computer Communications (INFOCOM), Turian (2013)
16.
Zurück zum Zitat X. Jin, Y. Zhang, Privacy-preserving crowdsourced spectrum sensing, in Proceeding of the IEEE International Conference on Computer Communications (INFOCOM) (2016), pp. 1–9 X. Jin, Y. Zhang, Privacy-preserving crowdsourced spectrum sensing, in Proceeding of the IEEE International Conference on Computer Communications (INFOCOM) (2016), pp. 1–9
17.
Zurück zum Zitat J. Kamto, L. Qian, J. Fuller, J. Attia, Y. Qian, Key distribution and management for power aggregation and accountability in advance metering infrastructure, in IEEE Third International Conference on Smart Grid Communications (SmartGridComm), Tainan (2012) J. Kamto, L. Qian, J. Fuller, J. Attia, Y. Qian, Key distribution and management for power aggregation and accountability in advance metering infrastructure, in IEEE Third International Conference on Smart Grid Communications (SmartGridComm), Tainan (2012)
18.
Zurück zum Zitat Z. Liu, I. Liu, S. Low, A. Wierman, Pricing data center demand response. ACM SIGMETRICS Perform. Eval. Rev. 42(1), 111–123 (2014)CrossRef Z. Liu, I. Liu, S. Low, A. Wierman, Pricing data center demand response. ACM SIGMETRICS Perform. Eval. Rev. 42(1), 111–123 (2014)CrossRef
19.
Zurück zum Zitat X. Lou, R. Tan, D.K. Yau, P. Cheng, Cost of differential privacy in demand reporting for smart grid economic dispatch, in Proceeding of the IEEE International Conference on Communications (ICC’17), Paris (2017) X. Lou, R. Tan, D.K. Yau, P. Cheng, Cost of differential privacy in demand reporting for smart grid economic dispatch, in Proceeding of the IEEE International Conference on Communications (ICC’17), Paris (2017)
20.
Zurück zum Zitat M. Mangili, F. Martignon, S. Paris, A. Capone, Bandwidth and cache leasing in wireless information-centric networks: a game-theoretic study. IEEE Trans. Veh. Technol. 66(1), 679–695 (2017) M. Mangili, F. Martignon, S. Paris, A. Capone, Bandwidth and cache leasing in wireless information-centric networks: a game-theoretic study. IEEE Trans. Veh. Technol. 66(1), 679–695 (2017)
21.
Zurück zum Zitat A.R. Metke, R.L. Ekl, Security technology for smart grid networks. IEEE Trans. Smart Grid 1(1), 99–107 (2010)CrossRef A.R. Metke, R.L. Ekl, Security technology for smart grid networks. IEEE Trans. Smart Grid 1(1), 99–107 (2010)CrossRef
22.
Zurück zum Zitat NRDC, Scaling up energy efficiency across the data center industry: evaluating key drivers and barriers. NRDC Issue Paper (2014) NRDC, Scaling up energy efficiency across the data center industry: evaluating key drivers and barriers. NRDC Issue Paper (2014)
23.
Zurück zum Zitat J. Parra-Arnau, A. Perego, E. Ferrari, J. Forne, D. Rebollo-Monedero, Privacy-preserving enhanced collaborative tagging. IEEE Trans. Knowl. Data Eng. 26(1), 180–193 (2014)CrossRef J. Parra-Arnau, A. Perego, E. Ferrari, J. Forne, D. Rebollo-Monedero, Privacy-preserving enhanced collaborative tagging. IEEE Trans. Knowl. Data Eng. 26(1), 180–193 (2014)CrossRef
24.
Zurück zum Zitat S. Puglisi, J. Parra-Arnau, J. Forné, D. Rebollo-Monedero, On content-based recommendation and user privacy in social-tagging systems. Comput. Stand. Interfaces 41, 17–27 (2015)CrossRef S. Puglisi, J. Parra-Arnau, J. Forné, D. Rebollo-Monedero, On content-based recommendation and user privacy in social-tagging systems. Comput. Stand. Interfaces 41, 17–27 (2015)CrossRef
25.
Zurück zum Zitat S. Ren, M.A. Islam, Colocation demand response: Why do i turn off my servers?, in 11th International Conference on Autonomic Computing (ICAC 14), Philadelphia (2014), pp. 201–208 S. Ren, M.A. Islam, Colocation demand response: Why do i turn off my servers?, in 11th International Conference on Autonomic Computing (ICAC 14), Philadelphia (2014), pp. 201–208
26.
Zurück zum Zitat O. Vukovic, G. Dan, R.B. Bobba, Confidentiality-preserving obfuscation for cloud-based power system contingency analysis, in IEEE International Conference on Smart Grid Communications (SmartGridComm), Vancouver (2013) O. Vukovic, G. Dan, R.B. Bobba, Confidentiality-preserving obfuscation for cloud-based power system contingency analysis, in IEEE International Conference on Smart Grid Communications (SmartGridComm), Vancouver (2013)
27.
Zurück zum Zitat L. Zhang, S. Ren, C. Wu, and Z. Li, A truthful incentive mechanism for emergency demand response in colocation data centers, in IEEE Conference on Computer Communications (INFOCOM), Hong Kong (2015), pp. 2632–2640 L. Zhang, S. Ren, C. Wu, and Z. Li, A truthful incentive mechanism for emergency demand response in colocation data centers, in IEEE Conference on Computer Communications (INFOCOM), Hong Kong (2015), pp. 2632–2640
28.
Zurück zum Zitat R. Zhu, Z. Li, F. Wu, K. Shin, G. Chen, Differentially private spectrum auction with approximate revenue maximization, in Proceedings of ACM International Symposium on Mobile Ad Hoc Networking and Computing, ACM MobiHoc (2014), pp. 185–194 R. Zhu, Z. Li, F. Wu, K. Shin, G. Chen, Differentially private spectrum auction with approximate revenue maximization, in Proceedings of ACM International Symposium on Mobile Ad Hoc Networking and Computing, ACM MobiHoc (2014), pp. 185–194
Metadaten
Titel
Cyber-Physical Systems
verfasst von
Miao Pan
Jingyi Wang
Sai Mounika Errapotu
Xinyue Zhang
Jiahao Ding
Zhu Han
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-13370-2_1

Neuer Inhalt