PANG, Jun ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Zhang, Yang
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
walk2friends: Inferring Social Links from Mobility Profiles
Date de publication/diffusion :
2017
Nom de la manifestation :
24th ACM International Conference on Computer and Communications Security
Date de la manifestation :
2017
Sur invitation :
Oui
Manifestation à portée :
International
Titre de l'ouvrage principal :
Proceedings of the 24th ACM International Conference on Computer and Communications Security
2013. How the NSA is tracking people right now. https://www.washingtonpost. com/apps/g/page/world/how-the-nsa-is-tracking-people-right-now/634/. (2013
Berker Ar, Kévin Huguenin, Urs Hengartner, Jean-Pierre Hubaux. 2016. On the Privacy Implications of Location Semantics. Proceedings on Privacy Enhancing Technologies 2016, 4 (2016), 165-183.
Michael Backes, Pascal Berrang, Anne Hecksteden, Mathias Humbert, Andreas Keller, Tim Meyer. 2016. Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression Profiles. In Proceedings of the 25th USENIX Security Symposium (Security). USENIX, 1223-1240.
Lars Backstrom, Eric Sun, Cameron Marlow. 2010. Find Me If You Can: Improving Geographical Prediction with Social and Spatial Proximity. In Proceedings of the 19th International Conference on World Wide Web (WWW). ACM, 61-70.
Igor Bilogrevic, Kévin Huguenin, Stefan Mihaila, Reza Shokri, Jean-Pierre Hubaux. 2015. Predicting Users' Motivations behind Location Check-ins and Utility Implications of Privacy Protection Mechanisms. In Proceedings of the 22nd Network and Distributed System Security Symposium (NDSS
Zhiyuan Cheng, James Caverlee, Kyumin Lee. 2010. You Are Where You Tweet: A Content-Based Approach to Geo-locating Twitter Users. In Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM). ACM, 759-768.
Zhiyuan Cheng, James Caverlee, Kyumin Lee, Daniel Z. Sui. 2011. Exploring Millions of Footprints in Location Sharing Services. In Proceedings of the 5th International Conference on Weblogs and Social Media (ICWSM). The AAAI Press, 81-88.
Eunjoon Cho, Seth A. Myers, Jure Leskovec. 2011. Friendship and Mobility: User Movement in Location-based Social Networks. In Proceedings of the 17th ACM Conference on Knowledge Discovery and Data Mining (KDD). ACM, 1082-1090.
David J. Crandall, Lars Backstrom, Dan Cosley, Siddharth Suri, Daniel Huttenlocher, Jon Kleinberg. 2010. Inferring Social Ties from Geographic Coincidences. Proceedings of the National Academy of Sciences 107, 52 (2010), 22436-22441.
Ratan Dey, Zubin Jelveh, Keith Ross. 2012. Facebook Users Have Become Much More Private: A Large-Scale Study. In Proceedings of the 2012 IEEE International Conference on Pervasive Computing and Communications Workshops. IEEE, 346-352.
Yuxiao Dong, Jie Tang, Sen Wu, Jilei Tian, Nittiest V Chawla, Jinghai Rao, Huanhuan Cao. 2012. Link Prediction and Recommendation across Heterogeneous Social Networks. In Proceedings of the 12th International Conference on Data Mining (ICDM). IEEE, 181-190.
Nathan Eagle, Alex Sandy Pentland, David Lazer. 2009. Inferring Friendship Network Structure by Using Mobile Phone Data. Proceedings of the National Academy of Sciences 106, 36 (2009), 15274-15278.
Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu. 2013. Exploring Temporal Effects for Location Recommendation on Location-Based Social Networks. In Proceedings of the 7th ACM Conference on Recommender Systems (RecSys). ACM, 93-100.
Aditya Grover and Jure Leskovec. 2016. node2vec: Scalable Feature Learning for Networks. In Proceedings of the 22nd ACM Conference on Knowledge Discovery and Data Mining (KDD). ACM, 855-864.
Mathias Humbert, Theóphile Studer, Matthias Grossglauser, Jean-Pierre Hubaux. 2013. Nowhere to Hide: Navigating around Privacy in Online Social Networks. In Proceedings of the 18th European Symposium on Research in Computer Security (ESORICS). Springer, 682-699.
David Jurgens. 2013. Thatâs What Friends Are For: Inferring Location in Online Social Media Platforms Based on Social Relationships. In Proceedings of the 7th International Conference onWeblogs and Social Media (ICWSM). The AAAI Press, 273-282.
David Jurgens, Tyler Finethy, James McCorriston, Yi Tian Xu, Derek Ruths. 2015. Geolocation Prediction in Twitter Using Social Networks: A Critical Analysis and Review of Current Practice. In Proceedings of the 9th International Conference on Weblogs and Social Media (ICWSM). The AAAI Press, 188-197.
Haewoon Kwak, Changhyun Lee, Hosung Park, Sue Moon. 2010. What is Twitter, a Social Network or a News Media. In Proceedings of the 19th International Conference on World Wide Web (WWW). ACM, 591-600.
David Liben-Nowell and Jon Kleinberg. 2007. The Link-Prediction Problem for Social Networks. Journal of the American Society for Information Science and Technology 58, 7 (2007), 1019-1031.
Ryan N Lichtenwalter, Jake T Lussier, Nitesh V Chawla. 2010. New Perspectives and Methods in Link Prediction. In Proceedings of the 16th ACM Conference on Knowledge Discovery and Data Mining (KDD). ACM, 243-252.
Lydia Manikonda, Yuheng Hu, Subbarao Kambhampati. 2014. Analyzing User Activities, Demographics, Social Network Structure and User-Generated Content on Instagram. CoRR abs/1410.8099 (2014
Jeffrey McGee, James Caverlee, Zhiyuan Cheng. 2013. Location Prediction in Social Media Based on Tie Strength. In Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM). ACM, 459-468.
Aditya Krishna Menon and Charles Elkan. 2011. Link Prediction via Matrix Factorization. In Proceedings of the 2011 Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD). Springer, 437-452.
Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean. 2013. Efficient Estimation of Word Representations in Vector Space. In Proceedings of the 1st International Conference on Learning Representations (ICLR
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S. Corrado, Jeffrey Dean. 2013. Distributed Representations of Words and Phrases and their Compositionally. In Proceedings of the 27th Annual Conference on Neural Information Processing Systems (NIPS). NIPS, 3111-3119.
Prateek Mittal, Charalampos Papamanthou, Dawn Song. 2013. Preserving Link Privacy in Social Network Based Systems. In Proceedings of the 20th Network and Distributed System Security Symposium (NDSS
Yves-Alexandre De Montjoye, César A Hidalgo, Michel Verleysen, Vincent D Blondel. 2013. Unique in the Crowd: The Privacy Bounds of Human Mobility. Scientific Reports 3 (2013), 1376.
Arvind Narayanan and Vitaly Shmatikov. 2009. De-anonymizing Social Networks. In Proceedings of the 30th IEEE Symposium on Security and Privacy (S&P). IEEE, 173-187.
Alexandra-Mihaela Olteanu, Kévin Huguenin, Reza Shokri, Mathias Humbert, Jean-Pierre Hubaux. 2017. Quantifying Interdependent Privacy Risks with Location Data. IEEE Transactions on Mobile Computing 16, 3 (2017), 829-842.
Jun Pang and Yang Zhang. 2015. Location Prediction: Communities Speak Louder than Friends. In Proceedings of the 3rd ACM on Conference on Online Social Networks (COSN). ACM, 161-171.
Jun Pang and Yang Zhang. 2017. DeepCity: A Feature Learning Framework for Mining Location Check-Ins. In Proceedings of the 11th International Conference on Web and Social Media (ICWSM). The AAAI Press, 652-655.
Jun Pang and Yang Zhang. 2017. Quantifying Location Sociality. In Proceedings of the 28th ACM Conference on Hypertext and Social Media (HT). ACM, 145-154.
Bryan Perozzi, Rami Al-Rfou, Steven Skiena. 2014. Deepwalk: Online Learning of Social Representations. In Proceedings of the 20th ACM Conference on Knowledge Discovery and Data Mining (KDD). ACM, 701-710.
Huy Pham, Cyrus Shahabi, Yan Liu. 2013. EBM: An Entropy-Based Model to Infer Social Strength from Spatiotemporal Data. In Proceedings of the 2013 ACM Conference on Management of Data (SIGMOD). ACM, 265-276.
Adam Sadilek, Henry Kautz, Jeffrey P. Bigham. 2012. Finding Your Friends and Following Them to Where You Are. In Proceedings of the 5th ACM Conference on Web Search and Data Mining (WSDM). ACM, 459-468.
Salvatore Scellato, Anastasios Noulas, Cecilia Mascolo. 2011. Exploiting Place Features in Link Prediction on Location-based Social Networks. In Proceedings of the 17th ACM Conference on Knowledge Discovery and Data Mining (KDD). ACM, 1046-1054.
Reza Shokri, Georgios Theodorakopoulos, Jean-Yves Le Boudec, Jean-Pierre Hubaux. 2011. Quantifying Location Privacy. In Proceedings of the 32nd IEEE Symposium on Security and Privacy (S&P). IEEE, 247-262.
Mudhakar Srivatsa and Mike Hicks. 2012. Deanonymizing Mobility Traces: Using Social Network as a Side-channel. In Proceedings of the 2012 ACM Conference on Computer and Communications Security (CCS). ACM, 628-637.
Jian Tang, Meng Qu, Mingzhe Wang, Ming Zhang, Jun Yan, Qiaozhu Mei. 2015. Line: Large-scale Information Network Embedding. In Proceedings of the 24th International Conference on World Wide Web (WWW). ACM, 1067-1077.
Alastair J Walker. 1977. An Efficient Method for Generating Discrete Random Variables with General Distributions. ACM Transactions on Mathematical Software 3, 3 (1977), 253-256.
Hongjian Wang, Zhenhui Li, Wang-Chien Lee. 2014. PGT: Measuring Mobility Relationship using Personal, Global and Temporal Factors. In Proceedings of the 14th IEEE Conference on Data Mining (ICDM). IEEE, 570-579.
Fei Wu and Zhenhui Li. 2016. Where Did You Go: Personalized Annotation of Mobility Records. In Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM). ACM, 589-598.
Yang Zhang and Jun Pang. 2015. Distance and Friendship: A Distance-based Model for Link Prediction in Social Networks. In Proceedings of the 17th Asia-Pacific Web Conference (APWeb). Springer, 55-66.
