Privacy Protection Strategy for Implicit Typed Resources

doi:10.13190/j.jbupt.2018-301

JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM ›› 2019, Vol. 42 ›› Issue (4): 121-125.doi: 10.13190/j.jbupt.2018-301

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Privacy Protection Strategy for Implicit Typed Resources

DUAN Yu-cong¹, ZHANG You-liang², BAI Yong¹, CAO Chun-jie¹

1. College of Information Science and Technology, Hainan University, Hainan Haikou 570228, China;
2. College of Civil Engineering and Architecture, Hainan University, Hainan Haikou 570228, China

Received:2018-11-29 Online:2019-08-28 Published:2019-08-26

Abstract

Abstract: Aiming at modeling and expressing of implicit privacy resources, a meta-model is proposed for semantic definition of implicit resource concepts. The meta-model explains the core concepts in data, information, knowledge wisdom (DIKW) architecture. Based on the DIKW resource concept, the existing knowledge map concept is extended to data graph, information graph and knowledge graph. An automatic abstract adjustment privacy protection solution is presented based on the difference of the processing efficiency of the same content expressed in different types of resources. Protection is specified as what types of resources to be converted and how much the conversions to be performed towards an optimal solution balancing the comprehensive value of both the investment of the protection side and the cost of attackers.

Key words: implicit typed resources, privacy protection, knowledge graph, data, information, knowledge wisdom architecture

CLC Number:

TP391.3

DUAN Yu-cong, ZHANG You-liang, BAI Yong, CAO Chun-jie. Privacy Protection Strategy for Implicit Typed Resources[J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2019, 42(4): 121-125.

References

[1] Chattopadhyay E, Li X. Explicit non-malleable extractors, multi-source extractors, and almost optimal privacy amplification protocols[C]//FOCS'16. New Brunswick:IEEE, 2016:158-167.
[2] Rahmati A, Fernandes E, Eykholt K, et al. Heimdall:A Privacy-Respecting implicit preference collection framework[C]//MobiSys'17. New York:ACM, 2017:453-463.
[3] Duan Y, Shao L, Hu G, et al. Specifying architecture of knowledge graph with data graph, information graph, knowledge graph and wisdom graph[C]//SERA'17. London:IEEE, 2017:327-332.
[4] Hundepool A, Domingo-Ferrer J, Franconi L, et al. De Wolf[M]. John Wiley & Sons:[s. n.], 2012.
[5] Pearson S, Charlesworth A. Accountability as a way forward for privacy protection in the cloud[C]//IEEE CLOUD'09. Berlin:Springer, 2009:131-144.
[6] Mcsherry F D. Privacy integrated queries:an extensible platform for privacy-preserving data analysis[J]. Commun ACM, 2010, 53(9):89-97.
[7] 刘峤, 李杨, 段宏, 等. 知识图谱构建技术综述[J]. 计算机研究与发展, 2016, 53(3):582-600. Liu Qiao, Li Yang, Duan Hong, et al. Knowledge graph construction techniques[J]. Journal of Computer Research & Development, 2016, 53(3):582-600.
[8] Zins C. Conceptual approaches for defining data, information, and knowledge[J]. JSIST, 2010, 58(4):479-493.
[9] Rowley J. The wisdom hierarchy:representations of the DIKW hierarchy[J]. J Inf Sci, 2010, 33(2):163-180.
[10] Duan Y, Sun X, Che H, et al.:Modeling data, information and knowledge for security protection of hybrid IoT and edge resources[J]. IEEE Access, 2019(7):99161-99176.
[11] Sowa J F. Knowledge representation:logical, philosophical and computational foundations[M].[S. l.]:Brooks/Cole Publishing Co, 1999.
[12] Samani A, Ghenniwa H H, Wahaishi A. Privacy in internet of things:a model and protection framework[J]. Procedia Computer Science, 2015(52):606-613.
[13] Kant I. Critique of pure reason[J]. JHP, 1998, 2(656):1.
[14] Duan Y. Towards a periodic table of conceptualization and formalization on state, style, structure, pattern, framework, architecture, service and so on[C]//IEEE SNPD'19. Toyama:IEEE, 2019:133-138.
[15] Duan Y. Existence computation:revelation on entity vs. relationship for relationship defined everything of semantics[C]//IEEE SNPD'19. Toyama:IEEE, 2019:139-144.
[16] Schopenhauer A. The world as will and presentation:volume I[M].[S. l.]:Dover Publications, 2016.

Privacy Protection Strategy for Implicit Typed Resources

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