| 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 | 985 | 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 | 189 | 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 | 54 | 2016 |
| Solving Artificial Intelligence’s Privacy Problem YA de Montjoye, A Farzanehfar, J Hendrickx, L Rocher Field Actions Science Reports, 80-83, 2017 | 45 | 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 | 41* | 2019 |
| Seaborn: V0. 7.0 (January 2016) M Waskom, O Botvinnik, P Hobson, Y Halchenko, S Lukauskas, ... Zenodo, 2016 | 33 | 2016 |
| Anonymization: The imperfect science of using data while preserving privacy A Gadotti, L Rocher, F Houssiau, AM Creţu, YA De Montjoye Science Advances 10 (29), eadn7053, 2024 | 16 | 2024 |
| 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 | 16 | 2022 |
| A linear reconstruction approach for attribute inference attacks against synthetic data MSMS Annamalai, A Gadotti, L Rocher USENIX Association, 2024 | 13 | 2024 |
| Seaborn: V0. 6.0 (June 2015) M Waskom, O Botvinnik, P Hobson, J Warmenhoven, JB Cole, ... Zenodo, 2015 | 13 | 2015 |
| Estimating the success of re-identifications in incomplete datasets using generative models. Nat Commun. 2019; 10 (1): 3069 L Rocher, JM Hendrickx, YA De Montjoye Donnerstag, 10. Oktober 2019, 11.00 bis 12.00 Uhr, Berlin Vorab …, 0 | 12 | |
| Characterizing and modeling harms from interactions with design patterns in AI interfaces L Ibrahim, L Rocher, A Valdivia arXiv preprint arXiv:2404.11370, 2024 | 6 | 2024 |
| Adversarial competition and collusion in algorithmic markets L Rocher, AJ Tournier, YA de Montjoye Nature Machine Intelligence 5 (5), 497-504, 2023 | 5 | 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 |
| Access Denied: Meaningful Data Access for Quantitative Algorithm Audits J Zaccour, R Binns, L Rocher arXiv preprint arXiv:2502.00428, 2025 | | 2025 |
| A scaling law to model the effectiveness of identification techniques L Rocher, JM Hendrickx, YA Montjoye Nature Communications 16 (1), 347, 2025 | | 2025 |
| Building infrastructure is key to unifying UK health data J Morley, L Rocher bmj 387, 2024 | | 2024 |
| 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 |
Yves-Alexandre de MontjoyeAssociate Professor at Imperial College LondonEmail verificata su imperial.ac.uk