On the design and quantification of privacy preserving data mining algorithms, Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems , PODS '01, 2001. ,
DOI : 10.1145/375551.375602
Privacy-preserving data mining, SIG- MOD, 2000. ,
Enhancing privacy and preserving accuracy of a distributed collaborative filtering, Proceedings of the 2007 ACM conference on Recommender systems , RecSys '07, 2007. ,
DOI : 10.1145/1297231.1297234
Recommending with an agenda, Proceedings of the 8th ACM Conference on Recommender systems, RecSys '14, 2014. ,
DOI : 10.1145/2645710.2645747
Being prepared in a sparse world: The case of KNN graph construction, 2016 IEEE 32nd International Conference on Data Engineering (ICDE), pp.241-252, 2016. ,
DOI : 10.1109/ICDE.2016.7498244
URL : https://hal.archives-ouvertes.fr/hal-01251010
WHATSUP: A Decentralized Instant News Recommender, 2013 IEEE 27th International Symposium on Parallel and Distributed Processing, 2013. ,
DOI : 10.1109/IPDPS.2013.47
Privacypreserving distributed collaborative filtering, NETYS, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01251314
Freerec: An anonymous and distributed personalization architecture, NETYS, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00844813
"You Might Also Like:" Privacy Risks of Collaborative Filtering, 2011 IEEE Symposium on Security and Privacy, 2011. ,
DOI : 10.1109/SP.2011.40
Collaborative filtering with privacy via factor analysis, Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval , SIGIR '02, 2002. ,
DOI : 10.1145/564376.564419
Betrayed by your ads! " in Privacy Enhancing Technologies, ser. Lecture Notes in Computer Science, 2012. ,
Google news personalization, Proceedings of the 16th international conference on World Wide Web , WWW '07, 2007. ,
DOI : 10.1145/1242572.1242610
Efficient k-nearest neighbor graph construction for generic similarity measures, Proceedings of the 20th international conference on World wide web, WWW '11, pp.577-586, 2011. ,
DOI : 10.1145/1963405.1963487
Collaborative filtering under a sybil attack, Proceedings of the Eighth European Workshop on System Security, EuroSec '15, 2018. ,
DOI : 10.1145/2492517.2492519
URL : https://hal.archives-ouvertes.fr/hal-01787060
Collaborative filtering under a sybil attack, Proceedings of the Eighth European Workshop on System Security, EuroSec '15, 2015. ,
DOI : 10.1145/2492517.2492519
URL : https://hal.archives-ouvertes.fr/hal-01787060
Eigentaste: A constant time collaborative filtering algorithm, Information Retrieval, vol.4, issue.2, pp.133-151, 2001. ,
DOI : 10.1023/A:1011419012209
Shilling attacks against memory-based privacy-preserving recommendation algorithms, TIIS, vol.7, issue.5, pp.1272-1290, 2013. ,
Eclipse attacks on bitcoin's peer-to-peer network, USENIX Security, pp.129-144, 2015. ,
An algorithmic framework for performing collaborative filtering, SIGIR. ACM, 1999. ,
DOI : 10.1145/3130348.3130372
Reliable medical recommendation systems with patient, 2010. ,
DOI : 10.1145/1882992.1883018
URL : http://www.cse.nd.edu/~mblanton/papers/ihi10.pdf
Deriving private information from randomized data, Proceedings of the 2005 ACM SIGMOD international conference on Management of data , SIGMOD '05, 2005. ,
DOI : 10.1145/1066157.1066163
URL : https://surface.syr.edu/cgi/viewcontent.cgi?article=1009&context=eecs
Privacy in Recommender Systems, Social Media Retrieval, ser. Computer Communications and Networks, pp.263-281, 2013. ,
DOI : 10.1007/978-1-4471-4555-4_12
On the privacy preserving properties of random data perturbation techniques, Third IEEE International Conference on Data Mining, 2003. ,
DOI : 10.1109/ICDM.2003.1250908
Pistis: A Privacy-Preserving Content Recommender System for Online Social Communities, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2011. ,
DOI : 10.1109/WI-IAT.2011.136
Collaborative recommendations using item-to-item similarity mappings, p.649, 2001. ,
A Security-assured Accuracy-maximised Privacy Preserving Collaborative Filtering Recommendation Algorithm, Proceedings of the 19th International Database Engineering & Applications Symposium on, IDEAS '15, pp.72-80, 2014. ,
DOI : 10.1016/j.future.2013.07.019
Personalized social recommendations, Proceedings of the VLDB Endowment, vol.4, issue.7, 2011. ,
DOI : 10.14778/1988776.1988780
Differentially private recommender systems, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '09, 2009. ,
DOI : 10.1145/1557019.1557090
From existing trends to future trends in privacy-preserving collaborative filtering, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, vol.41, issue.6, pp.276-291, 2015. ,
DOI : 10.1016/j.eswa.2014.06.007
Privacy Preserving Collaborative Filtering Using Data Obfuscation, 2007 IEEE International Conference on Granular Computing (GRC 2007), pp.380-380, 2007. ,
DOI : 10.1109/GrC.2007.133
SVD-based collaborative filtering with privacy, Proceedings of the 2005 ACM symposium on Applied computing , SAC '05, 2005. ,
DOI : 10.1145/1066677.1066860
Privacy risks in recommender systems, IEEE Internet Computing, vol.5, issue.6, pp.54-62, 2001. ,
DOI : 10.1109/4236.968832
The influence limiter, Proceedings of the 2007 ACM conference on Recommender systems , RecSys '07, pp.25-32, 2007. ,
DOI : 10.1145/1297231.1297236
Attacking item-based recommender systems with power items, Proceedings of the 8th ACM Conference on Recommender systems, RecSys '14, 2014. ,
DOI : 10.1145/2645710.2645722
Eclipse Attacks on Overlay Networks: Threats and Defenses, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications, 2006. ,
DOI : 10.1109/INFOCOM.2006.231
Introduction to data mining, 2005. ,
BlurMe, Proceedings of the sixth ACM conference on Recommender systems, RecSys '12, 2012. ,
DOI : 10.1145/2365952.2365989
Improving diversity of userbased two-step, recommendation algorithm with popularity normalization, DASFAA, pp.15-26, 2016. ,
Interest before liking: Two-step recommendation approaches, Knowledge-Based Systems, vol.48, pp.46-56, 2013. ,
DOI : 10.1016/j.knosys.2013.04.009
Differential privacy for neighborhood-based collaborative filtering, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM '13, 2013. ,
DOI : 10.1145/2492517.2492519