Assuring data trustworthiness - Concepts and research challenges

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6358 LNCS, Issue , 2010, Pages 1-12

  Bertino, Elisa ^a   Lim, Hyo Sang ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

Data Integrity and Quality; Data Trustworthiness; Policy; Security

Indexed keywords

DATA INTEGRATION; DECISION MAKING;

ACCURATE ANALYSIS; DATA INTEGRITY; DATA LINEAGE; DATA PROVENANCE; DATA QUALITY; DATA TRUSTWORTHINESS; DECISION MAKERS; ORGANISATIONAL; RESEARCH CHALLENGES; SECURITY;

NETWORK SECURITY;

EID: 78649826249     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15546-8_1     Document Type: Conference Paper

References (27)

1. Abiteboul, S., Kanellakis, P., Grahne, G.: On the Representation and Querying of Sets of Possible Words. SIGMOD Record 16(3), 34-48 (1987)
2. Barbara, D., Garcia-Molina, H., Porter, D.: The Management of Probabilistic Data. IEEE Trans. on Knowledge and Data Engineering 4(5), 487-502 (1992)
3. Bertino, E., Dai, C., Lim, H.-S., Lin, D.: High-Assurance Integrity Techniques for Databases. In: Proc. of the 25th British Nat'l Conf. on Databases, Cardiff, UK, pp. 244-256 (July 2008)
4. Biba, K.J.: Integrity Considerations for Secure Computer Systems. Technical Report TR-3153, Mitre (1977)
5. Blount, M., et al.: Century: Automated Aspects of Patient Care. In: Proc. 13th IEEE Int'l. Conf. on Embedded and Real-Time Computing Systems and Applications (RTCSA 2007), Daegu, Korea, pp. 504-509 (August 2007)
6. Clark, D., Wilson, D.: A Comparison of Commercial and Military computer Security Policies. In: Proc. of IEEE Symposium on Security and Privacy (1987)
7. David, Y., Erich, N., Jim, K., Prashant, S.: Data Quality and Query Cost in Wireless Sensor Networks. In: Proc. of the 5th IEEE Int'l Conf. on Pervasive Computing and Communications Workshops, White Plains, New York, USA, pp. 272-278 (March 2007)
8. Dai, C., et al.: Query Processing Techniques for Compliance with Data Confidence Policies. In: Proc. of the 6th VLDB Workshop on Secure Data Management, Lyon, France, pp. 49-67 (2009)
9. Dai, C., Lim, H.-S., Bertino, E., Moon, Y.-S.: Assessing the Trustworthiness of Location Data Based on Provenance. In: Proc. of the 17th ACM SIGSPATIAL Int'l Symposium on Advances in Geographic Information Systems, Seattle, USA, pp. 276-285 (November 2009)
10. Eckerson, W.: Data Warehousing Special Report: Data quality and the bottom line, http://www.adtmag.com/article.aspx?id=6321
11. Fernandez, J., Fernandez, A.: SCADA systems: vulnerabilities and remediation. Journal of Computing Sciences in Colleges 20(4), 160-168 (2005)
12. Fuhr, N.: A Probabilistic Framework for Vague Queries and Imprecise Information in Databases. In: Proc. of the 16th Int'l. Conf. on Very Large Data Bases, Brisbane, Australia, pp. 696-707 (August 1997)
13. Garey, M.R., Johnson, D.S.: Computers and Intractability, A Guide to the Theory of NP-Completeness (1990)
14. Hwang, S.-Y., Liu, P.-Y., Lee, C.-H.: Using Resampling for Optimizing Continuous Queries in Wireless Sensor Networks. In: Proc. of the 8th Int'l. Conf. on Intelligent Systems Design and Applications, Kaohsiung, Taiwan, pp. 107-110 (November 2008)
15. Jackson, M.O.: Social and Economics Networks. Princeton University Press, Princeton (2008)
16. Juran, J.M.: Juran on Leadership for Quality - an Executive Handbook. Free Press (1989)
17. Kamvar, S.D., Schlosser, M.T., Garcia-Molina, H.: The EigenTrust Algorithm for Reputation Management in P2P Networks. In: Proc. of Twelfth Int'l. World Wide Web Conf., New York, USA, pp. 640-651 (2003)
18. Lim, H.-S., Moon, Y.-S., Bertino, E.: Assessing the Trustworthiness of Streaming Data. Technical Report TR 2010-09, CERIAS (2010)
19. Mella, G., Ferrari, E., Bertino, E., Koglin, Y.: Controlled and Cooperative Updates of XML Documents in Byzantine and Failure-prone Distributed Systems. ACM Transactions on Information and System Security 9, 421-460 (2006)
20. Misra, A., Blount, M., Kementsietsidis, A., Sow, D.M., Wang, M.: Advances and Challenges for Scalable Provenance in Stream Processing Systems. In: Freire, J., Koop, D., Moreau, L. (eds.) IPAW 2008. LNCS, vol. 5272, pp. 253-265. Springer, Heidelberg (2008)
21. Olston, C., Jiang, J., Widom, J.: Adaptive Filters for Continuous Queries over Distributed Data Streams. In: Proc. Int'l. Conf. on Management of Data, pp. 563-574. ACM SIGMOD, San Diego (June 2003)
22. Price, R., Shanks, G.: A Semiotic Information Quality Framework. In: Proc. IFIP International Conference on Decision Support Systems (DSS 2004), Prato, Italy (2004)
23. Sarma, A.D., Benjelloun, O., Halevy, A.,Widom, J.: Working Models for Uncertain Data. In: Proc. of the 22nd Int'l. Conf. on Data Engineering, Atlanta, USA, p. 7 (April 2006)
24. Sarma, A.D., Theobald, M., Widom, J.: Exploiting Lineage for Confidence Computation in Uncertain and Probabilistic Databases. In: Proc. of the 24th Int'l. Conf. on Data Engineering, Cancun, Mexico, pp. 1023-1032 (April 2008)
25. Vijayakumar, N., Plale, B.: Towards Low Overhead Provenance Tracking in Near Real-Time Stream Filtering. In: Moreau, L., Foster, I. (eds.) IPAW 2006. LNCS, vol. 4145, pp. 46-54. Springer, Heidelberg (2006)
26. Wand, Y., Wang, R.: Anchoring Data Quality Dimensions in Ontological Foundations. Communications of the ACM 39(11), 86-95 (1996) (Pubitemid 126428084)
27. Widom, J.: Trio: A System for Integrated Management of Data, Accuracy, and Lineage. In: Proc. of the 2nd Biennial Conf. on Innovative Data Systems Research, Asilomar, USA, pp. 262-276 (January 2005)