Privacy protection for data-driven smart manufacturing systems

International Journal of Web Services Research

Volumn 14, Issue 3, 2017, Pages 17-32

  Wong, Kok Seng ^a   Kim, Myung Ho ^a  

^a Soongsil University   (South Korea)

Author keywords

Data hiding; Data privacy protection; Industrial internet of things (IIoT); Internet of things (IoT); Secure data sharing; Smart manufacturing

Indexed keywords

DATA PRIVACY; ECOSYSTEMS; FLOW CONTROL; INTERNET OF THINGS; MANUFACTURE; NETWORK ARCHITECTURE; PREDICTIVE ANALYTICS; PRODUCTIVITY;

DATA HIDING; DATA PRIVACY PROTECTIONS; INDUSTRIAL INTERNET OF THINGS (IIOT); INTERNET OF THINGS (IOT); SECURE DATA; SMART MANUFACTURING;

INFORMATION MANAGEMENT;

EID: 85020856251     PISSN: 15457362     EISSN: 15465004     Source Type: Journal    
DOI: 10.4018/IJWSR.2017070102     Document Type: Article

References (62)

1. Abba, S., & Lee, J.-A. (2015). An Autonomous Self-Aware and Adaptive Fault Tolerant Routing Technique for Wireless Sensor Networks. Sensors (Basel, Switzerland), 15(8), 20316-20354. doi:10.3390/s150820316 PMID:26295236
2. Atos. (2012). The convergence of IT and Operational Technology. Retrieved from https://atos.net/content/dam/global/ascent-whitepapers/ascent-whitepaper-the-convergence-of-it-and-operational-technology.pdf
3. Bartezzaghi, E., Cagliano, R., Caniato, F., & Ronchi, S. (2016). A Journey through Manufacturing and Supply Chain Strategy Research.
4. Bragg, R. (2002). CISSP: Training Guide. Que Publishing.
5. Brule, M. R. (2013). Big data in exploration and production: Real-time adaptive analytics and data-flow architecture. Paper presented at the SPE Digital Energy Conference. doi:10.2118/163721-MS
6. Burt, R. A. (1980). Conflict and Trust Between Attorney and Client. Geological Journal, 69, 1015.
7. Cavoukian, A. (2009). Privacy by Design-The 7 Foundational Principles. Information and Privacy Commissioner of Ontario. Retrieved from https://www.iab.org/wp-content/IAB-uploads/2011/03/fred-carter.pdf
8. Chang, C., Srirama, S. N., & Mass, J. (2015). Adaptive Mobile Cloud Workflow Management System for Service Discovery in Proximity-based Internet of Things. International Journal of Services Computing, 3(4), 1-13.
9. Chor, B., Kushilevitz, E., Goldreich, O., & Sudan, M. (1998). Private information retrieval. Journal of the ACM, 45(6), 965-981. doi:10.1145/293347.293350
10. Da Xu, L., He, W., & Li, S. (2014). Internet of things in industries: A survey. IEEE Transactions on Industrial Informatics, 10(4), 2233-2243. doi:10.1109/TII.2014.2300753
11. Davis, J., Edgar, T., Porter, J., Bernaden, J., & Sarli, M. (2012). Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Computers & Chemical Engineering, 47, 145-156. doi:10.1016/j.compchemeng.2012.06.037
12. Drath, R., & Horch, A. (2014). Industrie 4.0: Hit or hype? (industry forum). IEEE industrial electronics magazine, 8(2), 56-58.
13. Duda, R. O., Hart, P. E., & Stork, D. G. (2012). Pattern classification. John Wiley & Sons.
14. ENISA. (2015). Privacy and Data Protection by Design. Retrieved from https://www.enisa.europa.eu/publications/privacy-and-data-protection-by-design
15. Eyal, I., Keidar, I., & Rom, R. (2010). Distributed data classification in sensor networks. Paper presented at the 29th ACM SIGACT-SIGOPS symposium on Principles of distributed computing. doi:10.1145/1835698.1835738
16. Fleisch, E., Weinberger, M., & Wortmann, F. (2015). Business models and the internet of things. In Interoperability and Open-Source Solutions for the Internet of Things (pp. 6-10). Springer.
17. Friess, P. (2013). Internet of things: converging technologies for smart environments and integrated ecosystems. River Publishers.
18. Gartner. (2013). Gartner Says Personal Worlds and the Internet of Everything Are Colliding to Create New Markets. Retrieved from http://www.gartner.com/newsroom/id/2621015
19. Goldreich, O., Micali, S., & Wigderson, A. (1987). How to play ANY mental game. Paper presented at the nineteenth annual ACM symposium on Theory of computing, New York, NY.
20. Grammer, G., Joshi, S., Kroeschel, W., Kumar, S., Sathi, A., & Viswanathan, M. (2007). Obfuscating sensitive data while preserving data usability. Google Patents.
21. Gujjary, V. A., & Saxena, A. (2011). A neural network approach for data masking. Neurocomputing, 74(9), 1497-1501. doi:10.1016/j.neucom.2011.01.002
22. Hermann, M., Pentek, T., & Otto, B. (2016). Design Principles for Industrie 4.0 Scenarios. Paper presented at the 2016 49th Hawaii International Conference on System Sciences (HICSS).
23. Kagermann, H., Wahlster, W., & Helbig, J. (2013). Securing the future of German manufacturing industry recommendations for implementing the strategic initiative INDUSTRIE 4.0.
24. Kinney, S. L. (2006). Trusted platform module basics: using TPM in embedded systems. Newnes.
25. Klimke, M., & Haid, J. (2016). Hardware-based Secure Identities for machines in smart factories. Retrieved from http://www.infineon.com/dgdl/Infineon-Hardware-based+Secure+Identities+for+machines+in+smart+ factories-WP-v06-16-EN.pdf?fileId=5546d46254e133b401557ce235c85850
26. Kolodziej, M. (2015). The Future of the Industrial Internet of Things (as told by a beloved cartoon). Retrieved from http://www.attunity.com/blog/the-future-of-the-industrial-internet-of-things-as-told-by-a-beloved-cartoon
27. Kurkovsky, O. R., & Bhalodi, J. (2007). Classification of privacy management techniques in pervasive computing. International Journal of u-and e-Service. Science and Technology, 11(1), 55-71.
28. Langheinrich, M. (2002). A privacy awareness system for ubiquitous computing environments. Paper presented at the international conference on Ubiquitous Computing. doi:10.1007/3-540-45809-3-19
29. Leiva, C. (2016). Using integration standards in smart manufacturing. Retrieved from http://www.controleng.com/single-article/using-integration-standards-in-smart-manufacturing/5a6324fb1a1feaa8eb64a57bd59ab137.html
30. Lesjak, C., Hein, D., Hofmann, M., Maritsch, M., Aldrian, A., Priller, P., ⋯ Pregartner, G. (2015). Securing smart maintenance services: Hardware-security and TLS for MQTT. Paper presented at the 2015 IEEE 13th International Conference on Industrial Informatics. doi:10.1109/INDIN.2015.7281913
31. Lin, D., & Squicciarini, A. (2010). Data protection models for service provisioning in the cloud. Paper presented at the 15th ACM symposium on Access control models and technologies. doi:10.1145/1809842.1809872
32. Machanavajjhala, A., Kifer, D., Gehrke, J., & Venkitasubramaniam, M. (2007). l-diversity: Privacy beyond k-anonymity. ACM Trans. Knowl. Discov. Data, 1(1), 3, es. doi:10.1145/1217299.1217302
33. McNerney, M., & Papadopoulos, E. (2012). Hacker's Delight: Law Firm Risk and Liability in the Cyber Age. Am. UL Rev., 62, 1243.
34. Mohamed, A. (2008). Data classification: why it is important and how to do it. Computer Weekly.
35. Muralidhar, K., & Sarathy, R. (2007). Data shuffling procedure for masking data: Google Patents.
36. O'Halloran, D., & Kvochko, E. (2015). Industrial Internet of Things: Unleashing the Potential of Connected Products and Services. Paper presented at the World Economic Forum.
37. Osborn, J. D., & Challener, D. C. (2013). Trusted platform Module evolution. Johns Hopkins APL Technical Digest, 32(2), 536-543.
38. Parameswaran, R. (2006). A Robust Data Obfuscation Technique for Privacy Preserving Collaborative Filtering.
39. Perera, C., Liu, C. H., Jayawardena, S., & Chen, M. (2014). A survey on internet of things from industrial market perspective. IEEE Access, 2, 1660-1679. doi:10.1109/ACCESS.2015.2389854
40. Perera, C., McCormick, C., Bandara, A. K., Price, B. A., & Nuseibeh, B. (2016). Privacy-by-Design Framework for Assessing Internet of Things Applications and Platforms. arXiv preprint arXiv:1609.04060
41. Poarch, D., Grahn, A., Park, D., & Martin, G. (2015). 10 Reasons Why Your Organization Needs Data Loss Prevention. IT focus area: security. Retrieved from http://focus.forsythe.com/articles/19/10-Reasons-Why-Your-Organization-Needs-Data-Loss-Prevention
42. Ravikumar, G., Manjunath, T., Ravindra, S., & Umesh, I. (2011). A survey on recent trends, process and development in data masking for testing. International Journal of Computer Science Issues, 8(2), 535-544.
43. Lopez Research. (2014). Building Smarter Manufacturing With The Internet of Things (IoT). Retrieved from http://cdn.iotwf.com/resources/6/iot-in-manufacturing-january.pdf
44. Samarati, P., & Sweeney, L. (1998). Generalizing data to provide anonymity when disclosing information (abstract). Paper presented at the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems, Seattle, WA. doi:10.1145/275487.275508
45. Schwab, K. (2016). The fourth industrial revolution.
46. Sethiya, S. (2006). Condition based maintenance (CBM). Secy. to CME/WCR/JBP.
47. Siriweera, T., Paik, I., Kumara, B. T., & Koswatta, K. (2015). Intelligent Big Data Analysis Architecture Based on Automatic Service Composition. Paper presented at the 2015 IEEE International Congress on Big Data. doi:10.1109/BigDataCongress.2015.46
48. Stacks, D. W., Dodd, M. D., & Men, L. R. (2013). Corporate reputation measurement and evaluation. In The Handbook of Communication and Corporate Reputation (pp. 559-573).
49. Sweeney, L. (2002). k-Anonymity: A model for protecting privacy. International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, 10(5), 557-570. doi:10.1142/S0218488502001648
50. Twidell, J., & Weir, T. (2015). Renewable energy resources. Routledge.
51. Ulltveit-Moe, N., Nergaard, H., Erdödi, L., Gjøsæter, T., Kolstad, E., & Berg, P. (2016). Secure Information Sharing in an Industrial Internet of Things. arXiv preprint arXiv:1601.04301
52. Waller, M., Johnson, M. E., & Davis, T. (1999). Vendor-managed inventory in the retail supply chain. Journal of business logistics, 20(1), 183.
53. Wang, C., Cao, N., Li, J., Ren, K., & Lou, W. (2010). Secure ranked keyword search over encrypted cloud data. Paper presented at the 2010 IEEE 30th International Conference on Distributed Computing Systems (ICDCS). doi:10.1109/ICDCS.2010.34
54. Wang, S., Fan, C., Hsu, C.-H., Sun, Q., & Yang, F. (2014). A vertical handoff method via self-selection decision tree for internet of vehicles.
55. Wang, S., Huang, L., Hsu, C.-H., & Yang, F. (2016). Collaboration reputation for trustworthy Web service selection in social networks. Journal of Computer and System Sciences, 82(1), 130-143. doi:10.1016/j.jcss.2015.06.009
56. Wang, S., Lei, T., Zhang, L., Hsu, C.-H., & Yang, F. (2016). Offloading mobile data traffic for QoS-aware service provision in vehicular cyber-physical systems. Future Generation Computer Systems, 61, 118-127. doi:10.1016/j.future.2015.10.004
57. Wang, S., Zheng, Z., Wu, Z., Lyu, M. R., & Yang, F. (2015). Reputation measurement and malicious feedback rating prevention in web service recommendation systems. IEEE Transactions on Services Computing, 8(5), 755-767. doi:10.1109/TSC.2014.2320262
58. Wong, K.-S., & Kim, M. H. (2014). Towards Self-Awareness Privacy Protection for Internet of Things Data Collection. Journal of Applied Mathematics, 9. doi:10.1155/2014/827959
59. Wong, K.-S., & Kim, M. H. (2015). Towards a respondent-preferred ki-anonymity model. Frontiers of Information Technology & Electronic Engineering, 16(9), 720-731. doi:10.1631/FITEE.1400395
60. Wong, K.-S., & Kim, M. H. (2016). Data Protection in the Industrial Internet of Things. Paper presented at the International Conference on IoT (S2 ICIOT), Zhangjiajie, China.
61. Yao, A. C. (1982). Protocols for secure computations. Paper presented at the 23rd Annual Symposium on Foundations of Computer Science. doi:10.1109/SFCS.1982.38
62. Zonouz, S., Rrushi, J., & McLaughlin, S. (2014). Detecting industrial control malware using automated PLC code analytics. IEEE Security and Privacy, 12(6), 40-47. doi:10.1109/MSP.2014.113