Policy-based data downgrading: Toward a semantic framework and automated tools to balance need-to-protect and need-to-share policies

Proceedings - 2010 IEEE International Symposium on Policies for Distributed Systems and Networks, Policy 2010

Volumn , Issue , 2010, Pages 120-128

  Denker, Grit ^a   Gehani, Ashish ^a   Kim, Minyoung ^a   Hanz, David ^a  

^a SRI INTERNATIONAL   (United States)

Author keywords

Analyzer; Data sharing; Downgrader; Formal policy; Generator; Need to protect; Need to share; Privacy; Semantic models

Indexed keywords

ANALYZER; DATA SHARING; DOWNGRADER; FORMAL POLICY; GENERATOR; NEED-TO-PROTECT; NEED-TO-SHARE; PRIVACY; SEMANTIC MODELS;

NETWORK SECURITY; SEMANTICS;

DATA PRIVACY;

EID: 79951929550     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/POLICY.2010.33     Document Type: Conference Paper

References (17)

1. B. Fung, K. Wang, R. Chen, P. Yu, "Privacy-preserving data publishing: A survey on recent developments," ACM Computing Surveys, 2010.
2. N. Adam and J. Worthmann, "Security-control methods for statistical databases: a comparative study," ACM Computing Surveys, vol. 21, no. 4, pp. 515-556, 1989. (Pubitemid 20658272)
3. B. Chen, D. Kifer, K. LeFevre, and A. Machanavajjhala, "Privacy-preserving data publishing," Foundations and Trends in Databases, vol. 2, no. 1-2, pp. 1-167, 2009.
4. Z. Yang, S. Zhong, and R. Wright, "Anonymity-preserving data collection," in Proc. 11th ACM International Conference on Knowledge Discovery and Data Mining (KDD). ACM, 2005, pp. 334-343. (Pubitemid 43218295)
5. C. Dwork, "Differential privacy," Lecture Notes in Computer Science, vol. 4052, pp. 1-12, 2006. (Pubitemid 44113232)
6. L. Sweeney, "k-anonymity: A model for protecting privacy," International Journal of Uncertainty Fuzziness and Knowledge Based Systems, vol. 10, no. 5, pp. 557-570, 2002. (Pubitemid 35384857)
7. A. Machanavajjhala, D. Kifer, J. Gehrke, and M. Venkitasub-ramaniam, "l-diversity: Privacy beyond k-anonymity," ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 1, no. 1, p. 3, 2007.
8. D. Hanz, G. Denker, and A. Gehani, "Purpose-aware assured information sharing," Submitted for review, 2010.
9. L. Bunch, J. M. Bradshaw, and C. Young, "Policy-governed information exchange in a U.S. Army operational scenario," in Proc. Demonstration Track of the 2008 IEEE Conference on Policy, 2008.
10. R. McGraw, "Risk-Adaptable Access Control (RAdAC)," in Presented at Privilege Access Management Workshop, September 1-3, NIST, 2009, http://csrc.nist.gov/newsevents/privilege-management-workshop/radac-Pa%per0001. pdf.
11. S. Kumar and K. Moore, "The evolution of global positioning system (GPS) technology," Journal of Science Education and Technology, vol. 11, no. 1, 2002.
12. R. Ford, D. Hanz, D. Elenius, and M. Johnson, "Purpose-aware interoperability: The ONISTT ontologies and analyzer," in Simulation Interoperability Workshop, 2007.
13. D. Elenius, R. Ford, G. Denker, D. Martin, and M. Johnson, "Purpose-aware reasoning about interoperability of heterogeneous training systems," in Proc. International Semantic Web Conference, 2007.
14. D. Elenius, D. Martin, R. Ford, and G. Denker, "Reasoning about resources and hierarchical tasks using OWL and SWRL," in Proc. 8th International Semantic Web Conference (ISWC2009), October 2009.
15. S. Bechhofer, F. van Harmelen, J. Hendler, I. Horrocks, D. L. McGuinness, P. F. Patel-Schneider, and L. A. Stein, "OWL web ontology language reference," October 2004, http://www.w3.org/TR/owl-ref/.
16. I. Horrocks, P. F. Patel-Schneider, H. Boley, S. Tabet, B. Grosof, and M. Dean, "SWRL: A semantic web rule language combining OWL and RuleML," May 2004, http://www.w3.org/Submission/SWRL.
17. B. Hoh, M. Gruteser, R. Herring, J. Ban, D. Work, J.-C. Herrera, A. M. Bayen, M. Annavaram, and Q. Jacobson, "Virtual trip lines for distributed privacy-preserving traffic monitoring," in MobiSys '08: Proceeding of the 6th international conference on Mobile systems, applications, and services, 2008, pp. 15-28.