Estimating the success of re-identifications in incomplete datasets using generative models L Rocher, JM Hendrickx, YA De Montjoye Nature Communications 10 (1), 1-9, 2019 | 829 | 2019 |
On the privacy-conscientious use of mobile phone data YA De Montjoye, S Gambs, V Blondel, G Canright, N De Cordes, ... Scientific data 5 (1), 1-6, 2018 | 170 | 2018 |
bandicoot: A python toolbox for mobile phone metadata YA De Montjoye, L Rocher, AS Pentland Journal of Machine Learning Research 17 (175), 1-5, 2016 | 51 | 2016 |
Solving Artificial Intelligence’s Privacy Problem YA de Montjoye, A Farzanehfar, J Hendrickx, L Rocher Field Actions Science Reports, 80-83, 2017 | 39 | 2017 |
When the Signal is in the Noise: Exploiting Diffix's Sticky Noise A Gadotti, F Houssiau, L Rocher, B Livshits, YA de Montjoye 28th USENIX Security Symposium (USENIX Security 2019), 1081-1098, 2019 | 35* | 2019 |
Seaborn: V0. 7.0 (January 2016) M Waskom, O Botvinnik, P Hobson, Y Halchenko, S Lukauskas, ... Zenodo, 2016 | 32 | 2016 |
Seaborn: V0. 6.0 (June 2015) M Waskom, O Botvinnik, P Hobson, J Warmenhoven, JB Cole, ... Zenodo, 2015 | 13 | 2015 |
On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data F Houssiau, L Rocher, YA de Montjoye Nature Communications 13 (1), 1-3, 2022 | 10 | 2022 |
A Linear Reconstruction Approach for Attribute Inference Attacks against Synthetic Data M Sundaram Muthu Selva Annamalai, A Gadotti, L Rocher arXiv e-prints, arXiv: 2301.10053, 2023 | 7* | 2023 |
The Observatory of Anonymity: An Interactive Tool to Understand Re-Identification Risks in 89 countries L Rocher, MS Muthu, YA de Montjoye The World Wide Web Conference, 2021 | 3 | 2021 |
Characterizing and modeling harms from interactions with design patterns in AI interfaces L Ibrahim, L Rocher, A Valdivia arXiv preprint arXiv:2404.11370, 2024 | 1 | 2024 |
Adversarial competition and collusion in algorithmic markets L Rocher, AJ Tournier, YA de Montjoye Nature Machine Intelligence 5 (5), 497-504, 2023 | 1 | 2023 |
Into the crossfire: evaluating the use of a language model to crowdsource gun violence reports A Belisario, S Hale, L Rocher arXiv preprint arXiv:2401.12989, 2024 | | 2024 |
Misinterpretation, privacy and data protection challenges–putting proxy data under the spotlight L Rocher Oxford Internet Institute, 2022 | | 2022 |
The Limits of Pairwise Correlation to Model the Joint Entropy B Legat, L Rocher Sensors 21 (11), 3700, 2021 | | 2021 |
Anonymization in the 21st Century: A Critical Examination of De-identification for Modern Large-Scale Data L Rocher UCL-Université Catholique de Louvain, 2019 | | 2019 |
Données anonymes… bien trop faciles à identifier L Rocher The Conversation, 2019 | | 2019 |
Exploiting Aircloak’s Diffix anonymization mechanism A Gadotti, F Houssiau, L Rocher, YA de Montjoye | | 2019 |
Seaborn: V0. 7.0 (January 2016) M Waskom, O Botvinnik, P Hobson, Y Halchenko, S Lukauskas, ... Zenodo, 2016 | | 2016 |
Seaborn: V0. 7.0 (January 2016) M Waskom, O Botvinnik, P Hobson, Y Halchenko, S Lukauskas, ... Zenodo, 2016 | | 2016 |