| Differential privacy with bounded priors: reconciling utility and privacy in genome-wide association studies F Tramčr, Z Huang, JP Hubaux, E Ayday Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications …, 2015 | 76 | 2015 |
| GenoGuard: Protecting genomic data against brute-force attacks Z Huang, E Ayday, J Fellay, JP Hubaux, A Juels 2015 IEEE Symposium on Security and Privacy, 447-462, 2015 | 68 | 2015 |
| Logistic regression over encrypted data from fully homomorphic encryption H Chen, R Gilad-Bachrach, K Han, Z Huang, A Jalali, K Laine, K Lauter BMC medical genomics 11 (4), 81, 2018 | 54 | 2018 |
| Labeled PSI from Fully Homomorphic Encryption with Malicious Security H Chen, Z Huang, K Laine, P Rindal Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018 | 43 | 2018 |
| Unlynx: a decentralized system for privacy-conscious data sharing D Froelicher, P Egger, JS Sousa, JL Raisaro, Z Huang, C Mouchet, B Ford, ... Proceedings on Privacy Enhancing Technologies 2017 (4), 232-250, 2017 | 42 | 2017 |
| Quantifying genomic privacy via inference attack with high-order SNV correlations SS Samani, Z Huang, E Ayday, M Elliot, J Fellay, JP Hubaux, Z Kutalik 2015 IEEE Security and Privacy Workshops, 32-40, 2015 | 31 | 2015 |
| Efficient and secure outsourcing of genomic data storage JS Sousa, C Lefebvre, Z Huang, JL Raisaro, C Aguilar-Melchor, ... BMC medical genomics 10 (2), 46, 2017 | 29 | 2017 |
| A privacy-preserving solution for compressed storage and selective retrieval of genomic data Z Huang, E Ayday, H Lin, RS Aiyar, A Molyneaux, Z Xu, J Fellay, ... Genome Research 26 (12), 1687-1696, 2016 | 27 | 2016 |
| Answering Multi-Dimensional Analytical Queries under Local Differential Privacy T Wang, B Ding, J Zhou, C Hong, Z Huang, N Li, S Jha Proceedings of the 2019 International Conference on Management of Data, 159-176, 2019 | 26 | 2019 |
| Applications of homomorphic encryption D Archer, L Chen, JH Cheon, R Gilad-Bachrach, RA Hallman, Z Huang, ... Technical report, HomomorphicEncryption. org, Redmond WA, 2017 | 24 | 2017 |
| Simple encrypted arithmetic library v2. 3.0 H Chen, K Han, Z Huang, A Jalali, K Laine Microsoft, 2017 | 14 | 2017 |
| Credibleweb: a platform for web credibility evaluation Z Huang, A Olteanu, K Aberer CHI'13 Extended Abstracts on Human Factors in Computing Systems, 1887-1892, 2013 | 10 | 2013 |
| Quantification of the Leakage in Federated Learning Z Li, Z Huang, C Chen, C Hong arXiv preprint arXiv:1910.05467, 2019 | 8 | 2019 |
| SQC: secure quality control for meta-analysis of genome-wide association studies Z Huang, H Lin, J Fellay, Z Kutalik, JP Hubaux Bioinformatics 33 (15), 2273-2280, 2017 | 7 | 2017 |
| DPSAaS: multi-dimensional data sharing and analytics as services under local differential privacy M Xu, T Wang, B Ding, J Zhou, C Hong, Z Huang Proceedings of the VLDB Endowment 12 (12), 1862-1865, 2019 | 5 | 2019 |
| Privacy-preserving collaborative machine learning on genomic data using TensorFlow C Hong, Z Huang, W Lu, H Qu, L Ma, M Dahl, J Mancuso arXiv preprint arXiv:2002.04344, 2020 | 3 | 2020 |
| MURS: Practical and Robust Privacy Amplification with Multi-Party Differential Privacy T Wang, M Xu, B Ding, J Zhou, C Hong, Z Huang, N Li, S Jha | 3* | |
| Towards privacy compliance in the management of raw genomic data E Ayday, JL Raisaro, U Hengartner, Z Huang, A Molyneaux, JP Hubaux Proc. USENIX Security Workshop Health Inf. Technol, 2013 | 2 | 2013 |
| Computing a private set intersection K Laine, H Chen, PB Rindal, Z Huang US Patent App. 16/008,915, 2019 | | 2019 |
| Methods to compress, encrypt and retrieve genomic alignment data A Molyneaux, E Ayday, JP Hubaux, J Garcia, Z Huang, H Lin US Patent App. 16/083,325, 2019 | | 2019 |
Jean-Pierre HubauxProfessor, EPFLVerified email at epfl.ch
