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2020 – today
- 2023
[c13]Pierre-Emmanuel Clet, Aymen Boudguiga, Renaud Sirdey, Martin Zuber:
ComBo: A Novel Functional Bootstrapping Method for Efficient Evaluation of Nonlinear Functions in the Encrypted Domain. AFRICACRYPT 2023: 317-343- [c12]Nikos Avgerinos, Salvatore D'Antonio, Irene Kamara, Christos Kotselidis, Ioannis Lazarou, Teresa Mannarino, Georgios Meditskos, Konstantina Papachristopoulou
, Angelos Papoutsis, Paolo Roccetti, Martin Zuber:
A Practical and Scalable Privacy-preserving Framework. CSR 2023: 598-603 - [c11]Alberto Pedrouzo-Ulloa, Aymen Boudguiga, Olive Chakraborty, Renaud Sirdey, Oana Stan, Martin Zuber:
Practical Multi-Key Homomorphic Encryption for More Flexible and Efficient Secure Federated Average Aggregation. CSR 2023: 612-617 - [c10]Salvatore D'Antonio, Giannis Lazarou, Giovanni Mazzeo, Oana Stan, Martin Zuber, Ioannis Tsavdaridis:
The Alliance of HE and TEE to Enhance their Performance and Security. CSR 2023: 641-647 - [c9]Arnaud Grivet Sébert, Martin Zuber, Oana Stan, Renaud Sirdey, Cédric Gouy-Pailler:
A Probabilistic Design for Practical Homomorphic Majority Voting with Intrinsic Differential Privacy. WAHC@CCS 2023: 47-58 - [i7]Arnaud Grivet Sébert, Martin Zuber, Oana Stan, Renaud Sirdey, Cédric Gouy-Pailler:
When approximate design for fast homomorphic computation provides differential privacy guarantees. CoRR abs/2304.02959 (2023) - [i6]Antoine Choffrut, Rachid Guerraoui, Rafael Pinot, Renaud Sirdey, John Stephan, Martin Zuber:
Practical Homomorphic Aggregation for Byzantine ML. CoRR abs/2309.05395 (2023) - 2022
- [c8]Olive Chakraborty, Martin Zuber:
Efficient and Accurate Homomorphic Comparisons. WAHC@CCS 2022: 35-46 - [c7]Oana Stan, Vincent Thouvenot, Aymen Boudguiga, Katarzyna Kapusta, Martin Zuber, Renaud Sirdey:
A Secure Federated Learning: Analysis of Different Cryptographic Tools. SECRYPT 2022: 669-674 - [i5]Pierre-Emmanuel Clet, Martin Zuber, Aymen Boudguiga, Renaud Sirdey, Cédric Gouy-Pailler:
Putting up the swiss army knife of homomorphic calculations by means of TFHE functional bootstrapping. IACR Cryptol. ePrint Arch. 2022: 149 (2022) - [i4]Olive Chakraborty, Martin Zuber:
Efficient and Accurate homomorphic comparisons. IACR Cryptol. ePrint Arch. 2022: 622 (2022) - [i3]Alberto Pedrouzo-Ulloa, Aymen Boudguiga, Olive Chakraborty, Renaud Sirdey, Oana Stan, Martin Zuber:
Practical Multi-Key Homomorphic Encryption for More Flexible and Efficient Secure Federated Aggregation (preliminary work). IACR Cryptol. ePrint Arch. 2022: 1674 (2022) - 2021
- [j2]Arnaud Grivet Sébert, Rafael Pinot, Martin Zuber, Cédric Gouy-Pailler, Renaud Sirdey:
SPEED: secure, PrivatE, and efficient deep learning. Mach. Learn. 110(4): 675-694 (2021) - [j1]Martin Zuber, Renaud Sirdey:
Efficient homomorphic evaluation of k-NN classifiers. Proc. Priv. Enhancing Technol. 2021(2): 111-129 (2021) - [c6]Pierre-Emmanuel Clet, Oana Stan, Martin Zuber:
BFV, CKKS, TFHE: Which One is the Best for a Secure Neural Network Evaluation in the Cloud? ACNS Workshops 2021: 279-300 - 2020
- [b1]Martin Zuber:
Contributions to data confidentiality in machine learning by means of homomorphic encryption. (Confidentialité des données de l'apprentissage machine par chiffrement homomorphe). University of Paris-Saclay, France, 2020 - [c5]Martin Zuber, Sergiu Carpov, Renaud Sirdey:
Towards Real-Time Hidden Speaker Recognition by Means of Fully Homomorphic Encryption. ICICS 2020: 403-421 - [i2]Arnaud Grivet Sébert, Rafael Pinot, Martin Zuber, Cédric Gouy-Pailler, Renaud Sirdey:
SPEED: Secure, PrivatE, and Efficient Deep learning. CoRR abs/2006.09475 (2020)
2010 – 2019
- 2019
- [c4]Malika Izabachène, Renaud Sirdey, Martin Zuber:
Practical Fully Homomorphic Encryption for Fully Masked Neural Networks. CANS 2019: 24-36 - [i1]Martin Zuber, Sergiu Carpov, Renaud Sirdey:
Towards real-time hidden speaker recognition by means of fully homomorphic encryption. IACR Cryptol. ePrint Arch. 2019: 976 (2019) - 2017
- [c3]Cristian Olariu, Martin Zuber, Christina Thorpe:
Delay-based priority queueing for VoIP over Software Defined Networks. IM 2017: 652-655 - 2013
- [c2]Christoph Höger, Martin Zuber:
Towards a tight integration of a functional web client language into Scala. SCALA@ECOOP 2013: 6:1-6:5
2000 – 2009
- 2009
- [c1]Martin Zuber, Peter Schrott:
Agenda-Setting in der Blogosphäre? Eine empirische Überprüfung. GeNeMe 2009: 411-423
Coauthor Index
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