The Protection of User Preference Privacy in Personalized Information Retrieval: Challenges and Overviews

References

Agir, B., T. G. Papaioannou, R. Narendula, K. Aberer, and J.-P. Hubaux. 2014. “User-Side Adaptive Protection of Location Privacy in Participatory Sensing.” GeoInformatica 18: 165–91, https://doi.org/10.1007/s10707-013-0193-z.Search in Google Scholar

Andrés, M. E., N. E. Bordenabe, K. Chatzikokolakis, and C. Palamidessi. 2013. “Geo-indistinguishability: Differential Privacy for Location-Based Systems.” In Proceedings of the ACM Conference on Computer and Communications Security, 901–14.10.1145/2508859.2516735Search in Google Scholar

Arain, Q. A., Z. Deng, I. Memon, A. Zubedi, and F. A. Mangi. 2017. “Map Services Based on Multiple Mix-Zones with Location Privacy Protection Over Road Network.” Wireless Personal Communications 97 (3): 2617–32, https://doi.org/10.1007/s11277-017-4626-0.Search in Google Scholar

Arain, Q. A., Z. Deng, I. Memon, S. Arain, A. Kareem Shaikh, A. Zubedi, M. Ali Unar, A. Ashraf, and R. Shaikh. 2016. “Privacy Preserving Dynamic Pseudonym-Based Multiple Mix-Zones Authentication.” Wireless Personal Communications 95 (2): 1–17, https://doi.org/10.1007/s11277-016-3906-4.Search in Google Scholar

Arampatzis, A., G. Drosatos, and P. S. Efraimidis. 2015. “Versatile Query Scrambling for Private Web Search.” Information Retrieval Journal 18 (4): 331–58, doi:https://doi.org/10.1007/s10791-015-9256-0.Search in Google Scholar

Ateniese, G., A. De Santis, A. Lisa Ferrara, and B. Masucci. 2012. “Provably-Secure Time-Bound Hierarchical Key Assignment Schemes.” Journal of Cryptology 25 (2): 243–70, https://doi.org/10.1007/s00145-010-9094-6.Search in Google Scholar

Bachlechner, D., K. La Fors, and A. M. Sears. 2018. “The Role of Privacy-Preserving Technologies in the Age of Big Data.” In Proceedings of the 13th Pre-ICIS Workshop on Information Security and Privacy, 192–8.Search in Google Scholar

Balasooriya, P., S. Wibowo, and M. Wells. 2017. “Data Security and Privacy on the Cloud: Driving to the Next Era of Technology with Confidence.” Lecture Notes in Electrical Engineering 10: 89–102.10.1007/978-981-10-5281-1_22Search in Google Scholar

Baumeler, Ä., and A. Broadbent. 2013. “Quantum Private Information Retrieval Has Linear Communication Complexity.” Journal of Cryptology 28 (1): 161–75.10.1007/s00145-014-9180-2Search in Google Scholar

Bindschaedler, V., and R. Shokri. 2016. “Synthesizing Plausible Privacy-Preserving Location Traces.” In Proceedings of the 2016 IEEE Symposium on Security and Privacy, 79–87.10.1109/SP.2016.39Search in Google Scholar

Bordenabe, N. E., K. Chatzikokolakis, and C. Palamidessi. 2014. “Optimal Geo-Indistinguishable Mechanisms for Location Privacy.” In Proceedings of the ACM Conference on Computer and Communications Security, 251–62.10.1145/2660267.2660345Search in Google Scholar

Cao, D., X. He, L. Nie, X. Wei, X. Hu, S. Wu, and T.-S. Chua. 2017. “Cross-platform App Recommendation by Jointly Modeling Ratings and Texts.” ACM Transactions on Information Systems 35: 1–27, https://doi.org/10.1145/3017429.Search in Google Scholar

Chatzikokolakis, K., C. Palamidessi, and M. Stronati. 2015. “Constructing Elastic Distinguishability Metrics for Location Privacy.” In Proceedings of the Privacy Enhancing Technologies Symposium, 156–70.10.1515/popets-2015-0023Search in Google Scholar

Chow, C. Y., M. F. Mokbel, and W. G. Aref. 2009. “Casper*: Query Processing for Location Services without Compromising Privacy.” ACM Transactions on Database Systems 34: 1–48, https://doi.org/10.1145/1620585.1620591.Search in Google Scholar

Damiani, M. 2014. “Location Privacy Models in Mobile Applications: Conceptual View Research Directions.” GeoInformatica 18: 819–42, https://doi.org/10.1007/s10707-014-0205-7.Search in Google Scholar

Dewri, R., and R. Thurimella. 2014. “Exploiting Service Similarity for Privacy in Location-Based Search Queries.” IEEE Transactions on Parallel and Distributed Systems 25: 374–83, https://doi.org/10.1109/tpds.2013.34.Search in Google Scholar

Dewri, R., and R. Thurimella. 2016. “Mobile Local Search with Noisy Locations.” Pervasive and Mobile Computing 32: 78–92, https://doi.org/10.1016/j.pmcj.2016.04.014.Search in Google Scholar

Gao, S., J. Ma, W. Shi, G. Zhan, and C. Sun. 2013. “TrPF:A Trajectory Privacy Preserving Framework for Participatory Sensing.” IEEE Transactions on Information Forensics and Security 8 (6): 874–87, https://doi.org/10.1109/tifs.2013.2252618.Search in Google Scholar

Gedik, B., and L. Liu. 2008. “Protecting Location Privacy with Personalized k-Anonymity: Architecture and Algorithms.” IEEE Transactions on Mobile Computing 7: 1–18, https://doi.org/10.1109/tmc.2007.1062.Search in Google Scholar

Ghinita, G., P. Kalnis, K. Ali, C. Shahabi, and K.-L. Tan. 2008. “Private Queries in Location Based Services: Anonymizers Are Not Necessary.” In Proceedings of the SIGMOD International Conference on Management of Data, 121–32.10.1145/1376616.1376631Search in Google Scholar

Gupta, R., and U. Pratap Rao. 2017. “An Exploration to Location Based Service and its Privacy Preserving Techniques: A Survey.” Wireless Personal Communications 96: 1973–2007, https://doi.org/10.1007/s11277-017-4284-2.Search in Google Scholar

Kato, R., M. Iwata, and T. Hara. 2012. “A Dummy-Based Anonymization Method Based on User Trajectory with Pauses.” In Proceedings of the ACM SIGSPATIAL Conference on Advances in Geographic Information Systems, 289–300.10.1145/2424321.2424354Search in Google Scholar

Lee, A.-R., H.-I. I. Kim, and J.-W. Chang. 2012. “Grid-based Cloaking Area Creation Scheme Supporting Continuous Location-Based Services.” In Proceedings of the ACM Symposium on Applied Computing, 537–43.10.1145/2245276.2245379Search in Google Scholar

Li, Q., J. Ma, R. Li, X. Liu, J. Xiong, and D. Chen. 2016. “Secure, Efficient and Revocable Multi-Authority Access Control System in Cloud Storage.” Computers and Security 59: 45–59, https://doi.org/10.1016/j.cose.2016.02.002.Search in Google Scholar

Liu, X., Z. Han, M. Pan, H. Yue, X. Li, and Y. Fang. 2012. “Traffic-aware Multiple Mix-Zone Placement for Protecting Location Privacy.” In Proceedings of the IEEE International Conference on Computer Communications, 972–80.Search in Google Scholar

Lu, C., Z. Wu, M. Liu, W. Chen, and J. Guo. 2013. “A Patient Privacy Protection Scheme for Medical Information System.” Journal of Medical Systems 37: 9942, https://doi.org/10.1007/s10916-013-9982-z.Search in Google Scholar

Mai, J.-E. 2016. “Big Data Privacy: The Datafication of Personal Information.” The Information Society 32 (3): 192–9, https://doi.org/10.1080/01972243.2016.1153010.Search in Google Scholar

Mei, Z., H. Zhu, Z. Cui, Z. Wu, B. Wu, and C. Zhang. 2018. “Executing Multidimensional Range Query Efficiently and Flexibly Over Outsourced Ciphertext in the Cloud.” Information Sciences 432: 79–96, https://doi.org/10.1016/j.ins.2017.11.065.Search in Google Scholar

Mouratidis, K., and L. Y. Man. 2012. “Shortest Path Computation with No Information Leakage.” Proceedings of the VLDB Endowment 5 (8): 692–70, https://doi.org/10.14778/2212351.2212352.Search in Google Scholar

Murugesan, M., and W. Christopher. 2009. “Clifton. “Providing Privacy through Plausibly Deniable Search.” In Proceedings of the 2009 SIAM International Conference on Data Mining, 768–79.10.1137/1.9781611972795.66Search in Google Scholar

Narayanan, A., and V. Shmatikov. 2008. “Robust De-anonymization of Large Sparse Datasets.” In Proceedings of the IEEE Symposium on Security and Privacy, 111–25.10.1109/SP.2008.33Search in Google Scholar

Niu, B., Q. Li, X. Zhu, and H. Li. 2014. “Achieving k-Anonymity in Privacy-Aware Location-Based Services.” In Proceedings of the IEEE International Conference on Computer Communications, 754–62.10.1109/INFOCOM.2014.6848002Search in Google Scholar

Pang, H., J. Shen, and R. Krishnan. 2010. “Privacy-preserving Similarity-Based Text Retrieval.” ACM Transactions on Internet Technology 4 (1). Article 4.10.1145/1667067.1667071Search in Google Scholar

Pang, H., X. Xiao, and J. Shen. 2012. “Obfuscating the Topical Intention in Enterprise Text Search.” In Proceedings of the IEEE International Conference on Data Engineering, 1168–79.10.1109/ICDE.2012.43Search in Google Scholar

Papadopoulos, S., S. Bakiras, and D. Papadias. 2010. “Nearest Neighbor Search with Strong Location Privacy.” Proceedings of the VLDB Endowment 3 (1): 619–29, https://doi.org/10.14778/1920841.1920920.Search in Google Scholar

Power, D., M. Slaymaker, and A. Simpson. 2018. “On Formalizing and Normalizing Role-Based Access Control Systems.” The Computer Journal 52 (3): 305–25.10.1093/comjnl/bxn016Search in Google Scholar

Shang, S., Y. Hui, H. Pan, C. Paul, and S. Kulkarni. 2014. “Beyond Personalization and Anonymity: Towards a Group-Based Recommender System.” In Proceedings of the ACM Symposium on Applied Computing, 266–73.10.1145/2554850.2554924Search in Google Scholar

She, W., B. N. Tran, I.-L. Yen, F. Bastani, and B. Thuraisingham. 2016. “Role-based Integrated Access Control and Data Provenance for SOA Based Net-Centric Systems.” IEEE Transactions on Services Computing 9 (6): 940–53, https://doi.org/10.1109/tsc.2015.2432795.Search in Google Scholar

Sun, Y., B. Zhang, B. Zhao, X. Su, and J. Su. 2015. “Mix-Zones Optimal Deployment for Protecting Location Privacy in VANET.” Peer-to-Peer Networking and Applications 8 (6): 1108–21, https://doi.org/10.1007/s12083-014-0269-z.Search in Google Scholar

Viejo, A., and D. Sánchez. 2014. “Profiling Social Networks to Provide Useful and Privacy-Preserving Web Search.” Journal of the Association for Information Science and Technology 65 (12): 2444–58, https://doi.org/10.1002/asi.23144.Search in Google Scholar

Wang, S., Q. Hu, Y. Sun, and J. Huang. 2018. “Privacy Preservation in Location-Based Services.” IEEE Communications Magazine 56 (3): 134–40, https://doi.org/10.1109/mcom.2018.1700288.Search in Google Scholar

Wu, Z., G. Xu, Y. Zong, X. Yi, E. Chen, and Y. Zhang. 2012. “Executing SQL Queries Over Encrypted Character Strings in the Database-As-Service Model.” Knowledge-Based Systems 35: 332–48, https://doi.org/10.1016/j.knosys.2012.05.009.Search in Google Scholar

Wu, Z., J. Shi, C. Lu, E. Chen, and G. Xu. 2015. “Constructing Plausible Innocuous Pseudo Queries to Protect User Query Intention.” Information Sciences 325: 215–26, https://doi.org/10.1016/j.ins.2015.07.010.Search in Google Scholar

Wu, Z., G. Xu, C. Lu, E. Chen, F. Jiang, and G. Li. 2018a. “An Effective Approach for the Protection of Privacy Text Data in the CloudDB.” World Wide Web 21 (4): 915–38, https://doi.org/10.1007/s11280-017-0491-8.Search in Google Scholar

Wu, Z., G. Li, L. Qi, G. Xu, and E. Chen. 2018b. “Covering the Sensitive Subjects to Protect Personal Privacy in Personalized Recommendation.” IEEE Transactions on Services Computing 11 (3): 493–506, https://doi.org/10.1109/tsc.2016.2575825.Search in Google Scholar

Wu, Z., C. Zheng, J. Xiejian, Z. Zhou, G. Xu, and E. Chen. 2018c. “An Approach for the Protection of User Book Browsing Preference Privacy in a Digital Library.” The Electronic Library 36 (6): 1154–66, https://doi.org/10.1108/el-07-2017-0162.Search in Google Scholar

Wu, Z., R. Li, Z. Zhou, J. Jiang, J. Guo, and X. Su. 2020. “A User Sensitive Subject Protection Approach for Book Search Service.” Journal of the Association for Information Science and Technology 712: 183–95, https://doi.org/10.1002/ASI.24227.Search in Google Scholar

Wu, Z., J. Xie, X. Lian, and J. Pan. 2019. “A Privacy Protection Approach for XML-Based Archives Management in a Cloud Environment.” The Electronic Library 37 (6): 970–83, https://doi.org/10.1108/el-05-2019-0127.Search in Google Scholar

Xie, H., X. Li, T. Wang, L. Chen, K. Li, F. Lee Wang, Y. Cai, Q. Li, and H. Min. 2015. “Personalized Search for Social Media Via Dominating Verbal Context.” Neurocomputing 172: 27–37.10.1016/j.neucom.2014.12.109Search in Google Scholar

Xue, A. Y., R. Zhang, Y. Zheng, X. Xie, J. Huang, and Z. Xu. 2013a. “Destination Prediction by Sub-trajectory Synthesis and Privacy Protection against Such Prediction.” In Proceedings of the IEEE International Conference on Data Engineering, 254–65.10.1109/ICDE.2013.6544830Search in Google Scholar

Xue, A. Y., R. Zhang, Y. Zheng, and X. Xie. 2013b. “DesTeller: A System for Destination Prediction Based on Trajectories with Privacy Protection.” Proceedings of the VLDB Endowment 6: 1198–201, https://doi.org/10.14778/2536274.2536275.Search in Google Scholar

Yilmaz, E., H. Ferhatosmanoglu, and E. Ayday. 2018. “Privacy-Preserving Aggregate Queries for Optimal Location Selection.” IEEE Transactions on Dependable and Secure Computing 16: 329–43.10.1109/TDSC.2017.2693986Search in Google Scholar

Zhang, W., Y. Lin, S. Xiao, J. Wu, and S. Zhou. 2016. “Privacy Preserving Ranked Multi-Keyword Search for Multiple Data Owners in Cloud Computing.” IEEE Transactions on Computers 65 (5): 1566–77, https://doi.org/10.1109/tc.2015.2448099.Search in Google Scholar

Zhang, X., X. Gui, and Z. Wu. 2015. “Privacy Preservation for Location-Based Services: A Survey.” Chinese Journal of Software 26 (9): 2373–90.Search in Google Scholar