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Greedy Algorithm for Least Privilege in RBAC Model

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Combinatorial Optimization and Applications (COCOA 2011)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 6831))

Abstract

Least privilege means only the necessary privileges are needed to complete a task for users. This is one of the most important principles in RBAC model. Currently, how to assign roles to users to achieve this principle is still not solved. In this paper, the least privilege problem is proved to be NP-hard, and an approximation algorithm is given. The simulation result shows that with the algorithm, each user can acquire its privilege to perform its job with the least privilege principle.

This work was financially supported by National Natural Science Foundation of China under Grant No.11071271, the Fundamental Research Funds for the Central Universities under Grant No. HIT. NSRIF. 2009 and Shenzhen Special Funds under grant No. CXB201005250026A.

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References

  1. Barka, E., Sandhu, R.: Framework for role-based delegation models. In: Proceedings 16th Annual Computer Security Applications Conference (ACSAC 2000), pp. 168–176. IEEE Comput. Soc., Los Alamitos (2000)

    Chapter  Google Scholar 

  2. Barka, E., Sandhu, R.: A role-based delegation model and some extensions. In: 23rd National Information Systems Security Conference (2000)

    Google Scholar 

  3. Chen, L., Crampton, J.: Inter-domain role mapping and least privilege. In: SACMAT 2007: Proceedings of the 12th ACM symposium on Access control models and technologies, pp. 157–162. ACM Press, New York (2007)

    Google Scholar 

  4. Ferraiolo, D., Sandhu, R., Gavrila, S., Kuhn, R.: Proposed nist standard for role-based access control. ACM Trans. Inf. Syst. Secur. 4(3), 224–274 (2001)

    Article  Google Scholar 

  5. Ke Xue, S.T., Ge, L.: Least-privilege-based access control model for job execution in grid. In: ISDPE, pp. 301–303. IEEE Computer Society, Los Alamitos (2007)

    Google Scholar 

  6. Lai, C.: Quantitative enforcement of the principle of least privilege in rbac and an efficient fault tolerant cryptosystem. PhD thesis (2007)

    Google Scholar 

  7. Nemhauser, G., Wolsy, L.: Interger and Combinatorial Optimization. Wiley, Chichester (1999)

    Google Scholar 

  8. Schlegelmilch, J., Steffens, U.: Role mining with orca. In: Proceedings of the 10th ACM Symposium on Access Control Models and Technologies, pp. 168–176. ACM Press, New York (2005)

    Google Scholar 

  9. Vaidya, J., Atluri, V., Warner, J.: Roleminer: Mining roles using subset enumeration. In: CCS 2006: Proceedings of the 13th ACM Conference on Computer and Communications Security, New York, United States. Association for Computing Machinery, pp. 144–153 (2006)

    Google Scholar 

  10. Wainer, J., Kumar, A.: A fine-grained, controllable, user-to-user delegation method in rbac. In: Proceedings of the 10th ACM Symposium on Access Control Models and Technologies, pp. 59–66. ACM Press, New York (2005)

    Google Scholar 

  11. Wan, P.-J., Du, D.-Z., Pardalos, P., Wu, W.: Greedy approximations for minimum submodular cover with submodular cost. Computational Optimization and Applications 45(2), 463–474 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  12. Xiaojun, M.: A boundary-based access control model for sensitive information. In: IFITA, pp. 685–689. IEEE Computer Society, Los Alamitos (2009)

    Google Scholar 

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© 2011 Springer-Verlag Berlin Heidelberg

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Liu, J., Huang, H., Du, H. (2011). Greedy Algorithm for Least Privilege in RBAC Model. In: Wang, W., Zhu, X., Du, DZ. (eds) Combinatorial Optimization and Applications. COCOA 2011. Lecture Notes in Computer Science, vol 6831. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22616-8_42

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  • DOI: https://doi.org/10.1007/978-3-642-22616-8_42

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22615-1

  • Online ISBN: 978-3-642-22616-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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