Pascal Berrang
Pascal Berrang
University of Birmingham, UK
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Cited by
Cited by
Ml-leaks: Model and data independent membership inference attacks and defenses on machine learning models
A Salem, Y Zhang, M Humbert, P Berrang, M Fritz, M Backes
arXiv preprint arXiv:1806.01246, 2018
Membership privacy in MicroRNA-based studies
M Backes, P Berrang, M Humbert, P Manoharan
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications …, 2016
MBeacon: Privacy-preserving beacons for DNA methylation data
I Hagestedt, Y Zhang, M Humbert, P Berrang, T Haixu, W XiaoFeng, ...
Identifying personal DNA methylation profiles by genotype inference
M Backes, P Berrang, M Bieg, R Eils, C Herrmann, M Humbert, I Lehmann
2017 IEEE symposium on security and privacy (SP), 957-976, 2017
On how zero-knowledge proof blockchain mixers improve, and worsen user privacy
Z Wang, S Chaliasos, K Qin, L Zhou, L Gao, P Berrang, B Livshits, ...
Proceedings of the ACM Web Conference 2023, 2022-2032, 2023
Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression Profiles
M Backes, P Berrang, A Hecksteden, M Humbert, A Keller, T Meyer
On profile linkability despite anonymity in social media systems
M Backes, P Berrang, O Goga, KP Gummadi, P Manoharan
Proceedings of the 2016 ACM on Workshop on Privacy in the Electronic Society …, 2016
Data poisoning attacks against multimodal encoders
Z Yang, X He, Z Li, M Backes, M Humbert, P Berrang, Y Zhang
International Conference on Machine Learning, 39299-39313, 2023
Dissecting privacy risks in biomedical data
P Berrang, M Humbert, Y Zhang, I Lehmann, R Eils, M Backes
2018 IEEE European Symposium on Security and Privacy (EuroS&P), 62-76, 2018
A comparative analysis of decentralized power grid stabilization strategies
A Hartmanns, H Hermanns, P Berrang
Proceedings of the 2012 Winter Simulation Conference (WSC), 1-13, 2012
Simulating the large-scale erosion of genomic privacy over time
M Backes, P Berrang, M Humbert, X Shen, V Wolf
IEEE/ACM transactions on computational biology and bioinformatics 15 (5 …, 2018
Privacy-preserving similar patient queries for combined biomedical data
A Salem, P Berrang, M Humbert, M Backes
Proceedings on Privacy Enhancing Technologies, 2019
Fine-tuning is all you need to mitigate backdoor attacks
Z Sha, X He, P Berrang, M Humbert, Y Zhang
arXiv preprint arXiv:2212.09067, 2022
Albatross–an optimistic consensus algorithm
P Berrang, P von Styp-Rekowsky, M Wissfeld, B França, R Trinkler
2019 Crypto Valley Conference on Blockchain Technology (CVCBT), 39-42, 2019
A platform that integrates quizzes into videos
R Woll, S Buschbeck, T Steffens, P Berrang, J Loviscach
Proceedings of the European MOOC Stakeholder Summit 2014, 155-159, 2014
Membership inference against DNA methylation databases
I Hagestedt, M Humbert, P Berrang, I Lehmann, R Eils, M Backes, ...
2020 IEEE European Symposium on Security and Privacy (EuroS&P), 509-520, 2020
Dependability Results for Power Grids with Decentralized Stabilization Strategies
P Berrang, J Bogdoll, EM Hahn, A Hartmanns, H Hermanns
A framework for constructing single secret leader election from MPC
M Backes, P Berrang, L Hanzlik, I Pryvalov
European Symposium on Research in Computer Security, 672-691, 2022
How well do you blend into the crowd?-d-convergence: A novel paradigm for quantifying privacy in the age of Big-Data
M Backes, P Berrang, P Manoharan
CoRR, 2015
Hundert Jahre Quizze-und nichts dazugelernt?(Visionen & Konzepte)
R Woll, M Birkenstock, D Mohr, P Berrang, T Steffens, J Loviscach
Proceedings of GMW 2014, 200-206, 2014
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