Publications by J. Soria in CRISES group

    ISI JCR Journals

    2017

  • J. Domingo-Ferrer, D. Sánchez and J. Soria-Comas , "Self-enforcing and mutually beneficial protocols via co-utility", IEEE Intelligent Systems. To Appear. [DOI]
  • J. Soria-Comas, J. Domingo-Ferrer, D. Sánchez and D. Megías, "Individual differential privacy: a utility-preserving formulation of differential privacy guarantees", IEEE Transactions on Information Forensics and Security, Vol. 12, no. 6, pp. 1418-1429, Jun 2017, ISSN: 1556-6013. [DOI] [PDF] ISI JCR: 4.332 (2016)
  • J. Domingo-Ferrer, S. Martínez, D. Sánchez and J. Soria-Comas, "Co-utility: self-enforcing protocols for the mutual benefit of participants", Engineering Applications of Artificial Intelligence, Vol. 59, pp. 148-158, Mar 2017, ISSN: 0952-1976. [DOI] [PDF] ISI JCR: 2.894 (2016)
  • 2016

  • J. Domingo-Ferrer, O. Farràs, S. Martínez, D. Sánchez and J. Soria-Comas, "Self-enforcing protocols via co-utile reputation management", Information Sciences, Vol. 367, pp. 159-175, Nov 2016, ISSN: 0020-0255. [DOI] [PDF] ISI JCR: 4.832 (2016)
  • D. Sánchez, J. Domingo-Ferrer, S. Martínez, and J. Soria-Comas, "Utility-Preserving Differentially Private Data Releases Via Individual Ranking Microaggregation", Information Fusion, Vol. 30, pp. 1-14, Jan 2016, ISSN: 1566-2535. [DOI] [PDF] ISI JCR: 5.667 (2016)
  • 2015

  • J. Soria-Comas, J. Domingo-Ferrer, D. Sánchez and S. Martínez, "t-Closeness through microaggregation: strict privacy with enhanced utility preservation", IEEE Transactions on Knowledge and Data Engineering, Vol. 27, no. 11, pp. 3098-3110, Oct 2015, ISSN: 1041-4347. [DOI] [PDF] ISI JCR: 2.476 (2015)
  • J. Domingo-Ferrer and J. Soria-Comas, "From t-closeness to differential privacy and vice versa in data anonymization", Knowledge-Based Systems, Vol. 74, pp. 151-158, Jan 2015, ISSN: 0950-7051. [DOI] [PDF] ISI JCR: 3.325 (2015)
  • 2014

  • J. Soria-Comas, J. Domingo-Ferrer, D. Sánchez and S. Martínez, "Enhancing data utility in differential privacy via microaggregation-based k-anonymity", The VLDB Journal, Vol. 23, no. 5, pp. 771-794, Sep 2014, ISSN: 1066-8888. [DOI] [PDF] (Appendix [PDF]). ISI JCR: 1.568 (2014)
  • 2013

  • J. Soria-Comas and J. Domingo-Ferrer, "Optimal data-independent noise for differential privacy", Information Sciences, Vol. 250, pp. 200-214, Aug 2013, ISSN: 0020-0255. [DOI] [PDF] ISI JCR: 3.893 (2013)
  • 2012

  • J. Soria-Comas and J. Domingo-Ferrer, "Sensitivity-Independent Differential Privacy via Prior Knowledge Refinement", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 20, no. 6, pp. 855-876, Dec 2012, ISSN: 0218-4885. [DOI] [PDF] ISI JCR: 0.886 (2012)
  • Lecture Notes in Computer Science

    2017

  • J. Domingo-Ferrer, S. Ricci and J. Soria-Comas, "A methodology to compare anonymization methods regarding their risk-utility trade-off", Lecture Notes in Computer Science, Vol. 10571 (Modeling Decisions for Arti cial Intelligence-MDAI 2017), pp. 132-143, Oct 2017, ISSN: 0302-9743. [DOI] [PDF]
  • J. Soria-Comas and J. Domingo-Ferrer, "Differentially private data sets based on microaggregation and record perturbation", Lecture Notes in Computer Science, Vol. 10571 (Modeling Decisions for Arti cial Intelligence-MDAI 2017), pp. 119-131, Oct 2017, ISSN: 0302-9743. [DOI] [PDF]
  • 2016

  • J. Domingo-Ferrer and J. Soria-Comas, "Anonymization in the Time of Big Data", Lecture Notes in Computer Science, Vol. 9867 (Privacy in Statistical Databases - PSD2016), pp. 57-68, Sep 2016, ISSN: 0302-9743. [DOI] [PDF]
  • 2015

  • J. Soria-Comas and J. Domingo-Ferrer, "Co-utile collaborative anonymization of microdata", Lecture Notes in Computer Science, Vol. 9321 (Modeling Decisions for Artificial Intelligence-MDAI 2015), pp. 192-206, Sep 2015, ISSN: 0302-9743. [DOI] [PDF]
  • J. Domingo-Ferrer and J. Soria-Comas, "Data anonymization", Lecture Notes in Computer Science, Vol. 8924 (Risks and Security of Internet and Systems - CRISIS 2014), pp. 267-271, Jun 2015, ISSN: 0302-9743. [DOI]
  • Conference Papers

    2017

  • J. Soria-Comas and J. Domingo-Ferrer, "A non-parametric model for accurate and provably private synthetic data sets", International Conference on Availability, Reliability and Security - ARES 2017, Reggio Calabria, Italy, Aug 2017. Best paper award. [DOI] [PDF]
  • 2016

  • J. Soria-Comas, J. Domingo-Ferrer, D. Sánchez and S. Martínez, "t-Closeness through microaggregation: strict privacy with enhanced utility preservation (extended abstract)", 32nd IEEE International Conference on Data Engineering-ICDE 2016, Helsinki, Finland, In IEEE Computer Society, pp. 1464-1465, ISBN: 978-1-5090-2020, May 2016. [DOI] [PDF]
  • 2015

  • J. Domingo-Ferrer, S. Ricci and J. Soria-Comas, "Disclosure risk assessment via record linkage by a maximum-knowledge attacker", 13th Annual International Conference on Privacy, Security and Trust-PST 2015, Izmir, Turkey, Sep 2015. [DOI] [PDF]
  • J. Domingo-Ferrer, J. Soria-Comas and O. Ciobotaru, "Co-utility: self-enforcing protocols without coordination mechanisms", International Conference on Industrial Engineering and Operations Management-IEOM 2015, Dubai, United Arab Emirates, In Proceedings of the 2015 International Conference on Industrial Engineering and Operations Management, IEEE, pp. 1-17, ISBN: 978-1-4799-6064, Mar 2015. [DOI] [PDF]
  • 2013

  • J. Soria-Comas and J. Domingo-Ferrer, "Differential privacy via t-closeness in data publishing", 11th Annual Conference on Privacy, Security and Trust-PST 2013, Tarragona, Catalonia, In IEEE Computer Society, pp. 27-35, ISBN: 978-1-4673-5839, Jul 2013. [DOI] [PDF]
  • J. Soria-Comas, J. Domingo-Ferrer, David Sánchez and Sergio Martínez, "Improving the utility of differentially private data releases via k-anonymity", 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications -IEEE TrustCom 2013, Melbourne, Australia, Jul 2013. [DOI] [PDF]
  • 2012

  • J. Soria-Comas, J. Domingo-Ferrer and D. Rebollo-Monedero, "k-Anonimato Probabilístico", RECSI 2012, Donostia, Spain, In Actas de la XII Reunión Española sobre Criptología y Seguridad de la Información, pp. 249-254, ISBN: 978-84-615-9933, Sep 2012.
  • J. Soria-Comas and J. Domingo-Ferrer, "Differential privacy through knowledge refinement", ASE/IEEE International Conference on Privacy, Security, Risk and Trust (PASSAT 2012), Amsterdam, The Netherlands, In Privacy, Security, Risk and Trust (PASSAT), 2012 International Conference on and 2012 International Confernece on Social Computing (SocialCom), pp. 702-707, ISBN: 978-1-4673-5638, Sep 2012. [DOI] [PDF]
  • J. Domingo-Ferrer and J. Soria-Comas, "Differential privacy: optimal noise and data quality in SDC", EURO 2012: XXV European Conference on Operations Research, Vilnius, Lithuania, Jul 2012.
  • J. Soria-Comas and J. Domingo-Ferrer, "Probabilistic k-anonymity through microaggregation and data swapping", FUZZ-IEEE 2012, IEEE International Conference on Fuzzy Systems, Brisbane, Australia, Jun 2012. [DOI] [PDF]
  • Book Chapters

    2017

  • J. Domingo-Ferrer, D. Sánchez and J. Soria-Comas, "Co-utility: designing self-enforcing and mutually beneficial protocols", Co-Utility -- Theory and Applications, pp. 3-15, ISBN: 978-3-319-60233, Jul 2017. [DOI]
  • J. Domingo-Ferrer, S. Martínez, D. Sánchez and J. Soria-Comas, "Co-utile P2P Anonymous Keyword Search", Co-Utility - Theory and Applications, pp. 51-70, ISBN: 978-3-319-60233, Jul 2017. [DOI]
  • J. Soria-Comas and J. Domingo-Ferrer, "Self-enforcing collaborative anonymization via co-utility", Co-Utility - Theory and Applications, pp. 139-151, ISBN: 978-3-319-60233, Jul 2017. [DOI]
  • Non ISI JCR Journals

    2016

  • J. Domingo-Ferrer, D. Sánchez and J. Soria-Comas, "Co-utility - Self-enforcing collaborative protocols with mutual help", Progress in Artificial Intelligence, Vol. 5, no. 2, pp. 105-110, Apr 2016, ISSN: 2192-6352. [PDF]
  • 2015

  • J. Soria-Comas and J. Domingo-Ferrer, "Big data privacy: challenges to privacy principles and models", Data Science and Engineering, Vol. 1, no. 1, pp. 21-28, Sep 2015, ISSN: 2364-1185. [DOI] [PDF]