Abstract
This chapter gives an overview of some of the data privacy research carried out by the team at Universitat Rovira i Virgili within the ARES project. Topics reviewed include query profile privacy, location privacy, differential privacy and anti-discrimination.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Notes
- 1.
However, using the Torbutton browser add-on helps eliminating cookings and allows using Tor to protect the query history of a user.
References
Abul, O., Bonchi, F., Nanni, M.: Never walk alone: uncertainty for anonymity in moving objects databases. In: 24th International Conference on Data Engineering, pp. 376–385 (2008)
Abul, O., Bonchi, F., Nanni, M.: Anonymization of moving objects databases by clustering and perturbation. Inf. Syst. 35(8), 884–910 (2010)
Bras-Amorós, M., Domingo-Ferrer, J., Stokes, K.: Configuraciones combinatóricas y recuperación privada de información por pares. In: Nuevos Avances en Criptografía y Codificación de la Información (2009)
Bras-Amorós, M., Stokes, K.: The semigroup of combinatorial configurations. Semigroup Forum 84(1), 91–96 (2011)
Chor, B., Goldreich, O., Kushilevitz, E., Sudan, M.: Private information retrieval. In: IEEE Symposium on Foundations of Computer Science, pp. 41–50 (1995)
Chor, B., Gilboa, N., Naor, M.: Private Information Retrieval by keywords. Technical Report TR CS0917. Departament of computer Science, Technion (1997)
Chor, B., Goldreich, O., Kushilevitz, E., Sudan, M.: Private information retrieval. J. ACM 45, 965–981 (1998)
Castellà, D., Romero-Tris, C., Viejo, A., Castellà-Roca, J., Solsona, F., Giné, F.: Diseño de una red P2P optimizada para la privatización de consultas en WSEs. In: XII Reunión Española sobre Criptología y Seguridad de la Información, pp. 273–278 (2012)
Castellà-Roca, J., Viejo, A., Herrera-Joancomartí, J.: Preserving users’ privacy in web search engines. Comput. Commun. 32(13), 1541–1551 (2009)
Domingo-Ferrer, J., Bras-Amorós, M.: Peer-to-peer private information retrieval. In: PSD 2008. LNCS, vol. 5262, pp. 315–323 (2008)
Domingo-Ferrer, J., Bras-Amorós, M., Wu, Q., Manjón, J.: User-private information retrieval based on a Peer-to-Peer community. Data Knowl. Eng. 68(11), 1237–1252 (2009)
Dwork, C., McSherry, F., Nissim, K., Smith, A.: Calibrating noise to sensitivity in private data analysis. In: Proceedings of the 3rd Theory of Cryptography Conference. LNCS, vol. 3876, pp. 265–284. Springer, New York (2006)
Dwork, C.: Differential privacy. In: Automata, Languages and Programming. LNCS, vol. 4052, pp. 1–12. Springer, New York (2006)
Domingo-Ferrer, J., Sramka, M., Trujillo, R.: Privacy preserving Publication of Trajectories using microaggregation. In: 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS (2010)
Domingo-Ferrer, J., Solanas, A., Castellà-Roca, J.: \(h(k)\)-private information retrieval from privacy-uncooperative queryable databases. Online Inf. Rev. 33(4), 720–744 (2009)
Domingo-Ferrer, J., Trujillo-Rasua, R.: Microaggregation- and permutation-based anonymization of movement data. Inf. Sci. 208, 55–80 (2012)
Erola, A., Castellà-Roca, J., Navarro-Arribas, G., Torra, V.: Semantic microaggregation for the anonymization of query logs. In: PSD 2010. LNCS, vol. 6344, pp. 127–137 (2010)
Erola, A., Castellà-Roca, J., Navarro-Arribas, G., Torra, V.: Semantic microaggregation for the anonymization of query logs using the open directory project. SORT-Statistics and Operations Research Transactions, pp. 41–58, Special issue (2011)
Erola, A., Castellà-Roca, J., Viejo, A., Mateo-Sanz, J.M.: Exploting social networks to provide privacy in personalized web search. J. Syst. Soft. 84(10), 1734–1745 (2011)
Hajian, S., Domingo-Ferrer, J., Martínez-Ballesté, A.: Discrimination prevention in data mining for intrusion and crime detection. In: IEEE Symposium Series in Computational Intelligence in Cyber Security (2011)
Hajian, S., Domingo-Ferrer, J., Martínez-Ballesté, A.: Rule protection for indirect discrimination prevention in data mining. In: MDAI 2011. LNCS, vol. 6820, pp. 211–222 (2011)
Hajian, S., Domingo-Ferrer, J.: A methodology for direct and indirect discrimination prevention in data mining. IEEE Trans. Knowl. Data Eng. 25(7), 1445–1459 (2013)
Howe, D.C., Nissenbaum, H.: TrackMeNot: resisting surveillance in web search. In: Kerr, I., Lucock, C., Steeves, V. (eds.) Lessons from the Identity Trail: Privacy, Anonymity and Identity in a Networked Society, pp. 409–428. Oxford University Press, Oxford UK (2009)
Jones, R., Kumar, R., Pang, B., Tomkins, A.: I know what you did last summer: query logs and user privacy. In: Proceedings of the Sixteenth ACM Conference on Conference on Information and Knowledge Management, pp. 909–914 (2007)
Lee, J., Stinson, D.R.: A combinatorial approach to key predistribution for distributed sensor networks. In: Wireless Communications and Networking Conference-WCNC 2005, vol. 2, pp. 1200–1205 (2005)
Navarro-Arribas, G., Torra, V., Erola, A., Castellà-Roca, J.: User k-anonymity for privacy preserving data mining of query logs. Inf. Process. Manage. 48(3), 476–487 (2012)
Pérez-Martínez, P.A., Solanas, A.: Location privacy through users’ collaboration: a distributed pseudonymizer. In: Third International Conference on Mobile Ubiquitous Computing, Systems. Services and Technologies (2009)
Romero-Tris, C., Castellà-Roca, J., Viejo, A.: Multi-party private web search with untrusted partners. In: 7th International Conference on Security and Privacy in Communication Networks (2011)
Romero-Tris, C., Viejo, A., Castellà-Roca, J.: Improving query delay in private web search. In: International Workshop on Securing Information in Distributed Environments and Ubiquitous Systems (2011)
Soria-Comas, J., Domingo-Ferrer, J.: Sensitivity-independent differential privacy via prior knowledge refinement. Int. J. Uncertainty Fuzziness Knowl.-Based Syst. 20(6), 855–876 (2012)
Soria-Comas, J., Domingo-Ferrer, J.: Optimal data-independent noise for differential privacy. Inf. Sci. 250, 200–214 (2013)
Soria-Comas, J., Domingo-Ferrer, J., Sánchez, D., Martínez, S.: Improving the utility of differentially private data releases via k-anonymity. In: 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (2013)
Soria-Comas, J., Domingo-Ferrer, J.: Differential privacy via t-closeness in data publishing. In: 11th Annual Conference on Privacy, Security and Trust, pp. 27–35 (2013)
Stinson, D.R.: Combinatorial designs: constructions and analysis. SIGACT News 39(4), 17–21 (2008)
Solanas, A., Martínez-Ballesté, A.: Privacy protection in location-based services through a public-key privacy homomorphism. In: Euro PKI 2007. LNCS, vol. 4582, pp. 362–368 (2007)
Solanas, A., Martínez-Ballesté, A.: A TTP-free protocol for location privacy in location-based services. Comput. Commun. 31(6), 1181–1191 (2008)
Stokes, K., Bras-Amorós, M.: Optimal configurations for Peer-to-Peer user-private information retrieval. Comput. Math. Appl. 59(4), 1568–1577 (2010)
Stokes, K., Bras-Amorós, M.: Associating a numerical semigroup to the triangle-free configurations. Adv. Math. Commun. 5(2), 351–371 (2011)
Stokes, K., Farràs, O.: Linear spaces and transversal designs: k-anonymous combinatorial configurations for anonymous database search. Des. Codes Crypt. 71, 503–524 (2014)
Trujillo, R., Domingo-Ferrer, J.: On the privacy offered by k-d-anonymity. Inf. Syst. 38(4), 491–494 (2013)
Viejo, A., Castellà-Roca, J.: Using social networks to distort users’ profiles generated by web search engines. Comput. Netw. 54(9), 1343–1357 (2010)
AOL Search Data Scandal. http://en.wikipedia.org/wiki/AOL_search_data_leak. Accessed Aug 2006
ODP. Open directory project. http://www.dmoz.org/
The Tor Project Inc: Tor: Overview. http://torproject.org/overview.html.en
Acknowledgments
The second author is partially supported by the Government of Catalonia through an ICREA Acadèmia Prize. The following partial supports are also gratefully acknowledged: the Spanish Government under projects CONSOLIDER INGENIO 2010 CSD2007-00004 “ARES” and TIN2011-27076-C03-01 “CO-PRIVACY”, and the European Commission under FP7 projects “DwB” and “Inter-Trust”. The second author is with the UNESCO Chair in Data Privacy, but the views expressed in this chapter neither necessarily reflect the position of UNESCO nor commit that organization.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Manjón, J.A., Domingo-Ferrer, J. (2015). Selected Privacy Research Topics in the ARES Project: An Overview. In: Navarro-Arribas, G., Torra, V. (eds) Advanced Research in Data Privacy. Studies in Computational Intelligence, vol 567. Springer, Cham. https://doi.org/10.1007/978-3-319-09885-2_2
Download citation
DOI: https://doi.org/10.1007/978-3-319-09885-2_2
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-09884-5
Online ISBN: 978-3-319-09885-2
eBook Packages: EngineeringEngineering (R0)