Towards a low-cost remote memory attestation for the smart grid

Sensors (Switzerland)

Volumn 15, Issue 8, 2015, Pages 20799-20824

  Yang, Xinyu ^a   He, Xiaofei ^a   Yu, Wei ^b   Lin, Jie ^a   Li, Rui ^a   Yang, Qingyu ^a   Song, Houbing ^c  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b TOWSON UNIVERSITY   (United States)

^c West Virginia University   (United States)

Author keywords

Code injection attack; Smart grid; Smart measurement devices; Software based attestation

Indexed keywords

ELECTRIC POWER TRANSMISSION NETWORKS;

ANALYSIS AND EVALUATION; CODE INJECTION ATTACKS; COMPROMISED NODES; DATA TRANSMISSION DELAY; INCREMENTAL RESPONSE; MEASUREMENT DEVICE; REAL TIME NETWORK; SMART GRID;

SMART POWER GRIDS;

EID: 84981543761     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s150820799     Document Type: Article

References (35)

1. Zhang, Z.; Lu, Z.; Chen, Q.; Yan, X.; Zheng, L.R. Code division multiple access/pulse position modulation ultra-wideband radio frequency identification for Internet of Things: Concept and analysis. Int. J. Commun. Syst. 2012, 25, 1103-1121.
2. Ning, H.; Hu, S. Technology classification, industry, and education for Future Internet of Things. Int. J. Commun. Syst. 2012, 25, 1230-1241.
3. Liu, Y.; Chen, Z.; Xia, F.; Lv, X.; Bu, F. An integrated scheme based on service classification in pervasive mobile services. Int. J. Commun. Syst. 2012, 25, 1178-1188.
4. Li, F.; Qiao, W.; Sun, H.; Wan, H.; Wang, J.; Xia, Y.; Xu, Z.; Zhang, P. Smart transmission grid:Vision and framework. IEEE Trans. Smart Grid 2010, 1, 168-177.
5. DeBlasio, R.; Tom, C. Standards for the smart grid. In Proceedings of the Energy 2030 Conference (ENERGY 2008), Atlanta, GA, USA, 17-18 November 2008.
6. Huang, Y.; Esmalifalak, M.; Nguyen, H.; Zheng, R.; Han, Z.; Li, H.; Song, L. Bad data injection in smart grid: Attack and defense mechanisms. IEEE Commun. Mag. 2013, 51, 27-33.
7. Yang, X.; Lin, J.; Moulema, P.; Yu, W.; Fu, X.; Zhao, W. A Novel En-Route Filtering Scheme against False Data Injection Attacks in Cyber-Physical Networked Systems. In Proceedings of the IEEE 32nd International Conference on Distributed Computing Systems(ICDCS), Macau, China, 18-21 June 2012; pp. 92-101.
8. Xie, L.; Mo, Y.; Sinopoli, B. Integrity Data Attacks in Power Market Operations. IEEE Trans. Smart Grid 2011, 2, 659-666.
9. Seshadri, A.; Luk, M.; Perrig, A.; van Doorn, L.; Khosla, P. SCUBA: Secure code update by attestation in sensor networks. In Proceedings of the 5th ACM Workshop on Wireless Security, Los Angeles, CA, USA, 29 September 2006; pp. 85-94.
10. Song, K.; Seo, D.; Park, H.; Lee, H.; Perrig, A. OMAP: One-way memory attestation protocol for smart meters. In Proceedings of the Ninth IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops (ISPAW), Busan, Korea, 26-28 May 2011; pp. 111-118.
11. Seshadri, A.; Perrig, A.; van Doorn, L.; Khosla, P. Swatt: Software-based attestation for embedded devices. In Proceedings of the IEEE Symposium on Security and Privacy, Oakland, CA, USA, 9-12 May 2004; pp. 272-282.
12. Akram, R.N.; Markantonakis, K.; Mayes, K. A Secure and Trusted Channel Protocol for the User Centric Smart Card Ownership Model. In Proceedings of the 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Melbourne, VIC, Australia, 16-18 July 2013; pp. 336-345.
13. Armknecht, F.; Sadeghi, A.R.; Schulz, S.; Wachsmann, C. A security framework for the analysis and design of software attestation. In Proceedings of the 2013 ACM SIGSAC conference on Computer & Communications Security, Berlin, Germany, 4-8 November 2013; pp. 1-12.
14. Yang, Y.; Wang, X.; Zhu, S.; Cao, G. Distributed software-based attestation for node compromise detection in sensor networks. In Proceedings of the 26th IEEE International Symposium on Reliable Distributed Systems (SRDS), Beijing, China, 10-12 October 2007; pp. 219-230.
15. Shaneck, M.; Mahadevan, K.; Kher, V.; Kim, Y. Remote software-based attestation for wireless sensors. In Security and Privacy in Ad-Hoc and Sensor Networks; Springer: Visegrad, Hungary, 13-14 July 2005; pp. 27-41.
16. Srinivasan, R.; Dasgupta, P.; Gohad, T.; Bhattacharya, A. Determining the integrity of application binaries on unsecure legacy machines using software based remote attestation. In Proceedings of 6th International Conference on Information Systems Security (ICISS 2010), Gandhinagar, India, 17-19 December 2010; pp. 66-80.
17. Jakobsson, M.; Johansson, K.A. Practical and secure software-based attestation. In Proceedings of the IEEE Workshop on Lightweight Security & Privacy: Devices, Protocols and Applications (LightSec), Istanbul, Turkey, 14-15 March 2011; pp. 1-9.
18. Castelluccia, C.; Francillon, A.; Perito, D.; Soriente, C. On the difficulty of software-based attestation of embedded devices. In Proceedings of the 16th ACM Conference on Computer and Communications Security, Chicago, IL, USA, 9-13 November 2009; pp. 400-409.
19. Lu, Z.; Lu, X.; Wang, W.; Wang, C. Review and evaluation of security threats on the communication networks in the smart grid. In Proceedings of the IEEE Military Communications Conference (MILCOM), San Jose, CA, USA, 31 October-3 November 2010; pp. 1830-1835.
20. Malekzadeh, M.; Ghani, A.A.A.; Subramaniam, S. A new security model to prevent denial-of-service attacks and violation of availability in wireless networks. Int. J. Commun. Syst.2012, 25, 903-925.
21. Bysani, L.; Turuk, A. A Survey on Selective Forwarding Attack in Wireless Sensor Networks. In Proceedings of the IEEE International Conference on Devices and Communications (ICDeCom), Mesra, Ranchi, India, 24-25 February 2011; pp. 1-5.
22. Moamen, A.A.; Hamza, H.S.; Saroit, I.A. Secure multicast routing protocols in mobile ad-hoc networks. Int. J. Commun. Syst. 2014, 27, 2808-2831.
23. Gharavi, H.; Hu, B. Multigate communication network for smart grid. IEEE Proc. 2011, 99, 1028-1045.
24. Liu, Y.; Reiter, M.K.; Ning, P. False Data Injection Attacks against State Estimation in Electric Power Grids. In Proceedings of the 16th ACM Conference on Computer and Communications Security (CCS), Chicago, IL, USA, 9-13 November 2009; pp. 21-32.
25. Yang, X.; Lin, J.; Moulema, P.; Yu, W.; Fu, X.; Zhao, W. (Eds.) A Novel En-Route Filtering Scheme against False Data Injection Attacks in Cyber-Physical Networked Systems. IEEE Trans. Comput. 2015, 64, 4-18.
26. Lin, J.; Yu, W.; Yang, X.; Xu, G.; Zhao, W. On False Data Injection Attacks against Distributed Energy Routing in Smart Grid. In Proceedings of the 2012 IEEE/ACM Third International Conference on Cyber-Physical Systems (ICCPS), Beijing, China, 17-19 April 2012.
27. He, X.; Yang, X.; Li, R.; Yang, Q. A Novel Delay-resilient Remote Memory Attestation for Smart Grid. In Proceedings of 8th International Conference on Wireless Algorithms, Systems, and Applications (WASA), Zhangjiajie, China, 7-10 August 2013; pp. 88-89.
28. International Organization for Standardization. ISO 16269-4:2010. Statistical Interpretation of Data - Part 4: Detection and Treatment of Outliers; International Organization for Standardization:Geneva, Switzerland, 2010.
29. Tan, H.; Hu, W.; Jha, S. A TPM-enabled remote attestation protocol (TRAP) in wireless sensor networks. In Proceedings of the 6th ACMWorkshop on PerformanceMonitoring andMeasurement of HeterogeneousWireless andWired Networks,Miami Beach, FL, USA, 31 October-4 November 2011; pp. 9-16.
30. Pearson, S.; Balacheff, B. Trusted Computing Platforms: TCPA Technology in Context; Prentice Hall Professional: Englewood Cliffs, NJ, USA, 2003.
31. Seshadri, A.; Luk, M.; Perrig, A.; van Doorn, L.; Khosla, P. Using FIRE & ICE for Detecting and Recovering Compromised Nodes in Sensor Networks; Technical Report CMU-CS-04-187; School of Computer Science, Carnegie Mellon University: Carnegie Mellon, PA, USA, 2004.
32. Seshadri, A.; Luk, M.; Perrig, A. SAKE: Software attestation for key establishment in sensor networks. Ad Hoc Netw. 2011, 9, 1059-1067.
33. Seshadri, A.; Luk, M.; Shi, E.; Perrig, A.; van Doorn, L.; Khosla, P. Pioneer: Verifying code integrity and enforcing untampered code execution on legacy systems. ACM SIGOPS Oper. Syst. Rev. 2005, 39, 1-16.
34. Park, H.; Seo, D.; Lee, H.; Perrig, A. SMATT: Smart Meter ATTestation Using Multiple Target Selection and Copy-Proof Memory. In Proceedings of 4th FTRA International Conference on Computer Science and its Applications (CSA 2012), Jeju, Korea, 22-25 November 2012; pp. 875-887.
35. LeMay, M.; Gunter, C.A. Cumulative attestation kernels for embedded systems. IEEE Trans. Smart Grid 2012, 3, 744-760.