Published Research Papers on PETs

TECHNICAL PUBLICATIONS IN REVERSE CHRONOLOGICAL ORDER (MOST RECENT FIRST)

2023

Mariya Georgieva Belorgey, Sergiu Carpov, Nicolas Gama, Sandra Guasch, Dimitar Jetchev: Revisiting Key Decomposition Techniques for FHE: Simpler, Faster and More Generic. IACR Cryptol. ePrint Arch. 2023: 771 (2023)

Mariya Georgieva Belorgey, Sofia Dandjee, Nicolas Gama, Dimitar Jetchev, Dmitry Mikushin: Falkor: Federated Learning Secure Aggregation Powered by AES-CTR GPU Implementation https://eprint.iacr.org/2023/804

Mariya Georgieva Belorgey, Sergiu Carpov, Kevin Deforth, Nicolas Gama, Dimitar Jetchev, Jonathan Katz, Iraklis Leontiadis, M. Mohammadi, Abson Sae-Tang, Marius Vuille: Manticore: A Framework for Efficient Multiparty Computation Supporting Real Number and Boolean Arithmetic. https://rdcu.be/dgCvA J. Cryptol. (2023)

2022

Sergiu Carpov and Nicolas Gama and Mariya Georgieva and Dimitar Jetchev: GenoPPML – a framework for genomic privacy-preserving machine learning. CLOUD 2022: 532-542

Kevin Deforth, Marc Desgroseilliers, Nicolas Gama, Mariya Georgieva, Dimitar Jetchev, Marius Vuille: XORBoost: Tree Boosting in the Multiparty Computation Setting. Proc. Priv. Enhancing Technol. 2022(4): 66-85 (2022)

2021

Miran Kim, Arif Ozgun Harmanci, Jean-Philippe Bossuat, Sergiu Carpov, Jung Hee Cheon, Ilaria Chillotti, Wonhee Cho, David Froelicher, Nicolas Gama, Mariya Georgieva, Seungwan Hong, Jean-Pierre Hubaux, Duhyeong Kim, Kristin Lauter, Yiping Ma, Lucila Ohno-Machado, Heidi Sofia, Yongha Son, Yongsoo Song, Juan Troncoso-Pastoriza, and Xiaoqian Jiang : Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation. Cell Systems (2021)

Sergiu Carpov and Nicolas Gama and Mariya Georgieva and Dimitar Jetchev: GenoPPML – a framework for genomic privacy-preserving machine learning. IACR Cryptol. ePrint Arch. 2021: 733 (2021)

Sergiu Carpov, Kevin Deforth, Nicolas Gama, Mariya Georgieva, Dimitar Jetchev, Jonathan Katz, Iraklis Leontiadis, M. Mohammadi, Abson Sae-Tang, Marius Vuille: Manticore: Efficient Framework for Scalable Secure Multiparty Computation Protocols. IACR Cryptol. ePrint Arch. 2021: 200 (2021)

Kevin Deforth, Marc Desgroseilliers, Nicolas Gama, Mariya Georgieva, Dimitar Jetchev, Marius Vuille: XORBoost: Tree Boosting in the Multiparty Computation Setting. IACR Cryptol. ePrint Arch. 2021: 432 (2021)

Alberto Pedrouzo-Ulloa and Juan Ramón Troncoso-Pastoriza and Nicolas Gama and Mariya Georgieva and Fernando Pérez-González: Revisiting Multivariate Ring Learning with Errors and its Applications on Lattice-based Cryptography. J. Mathematics (2021)

Dimitar Jetchev, David Loeffler, Sarah Zerbes, Heegner points in Coleman families, Proc. of the London Mathematical Soc., Vol. 122(1), (2021) – a publication in number theory

Dimitar Jetchev – Hecke and Galois properties of Special Cycles on Unitary Shimura varieties, accepted for publication at Mathematische Annalen, (2021) – a publication in number theory

Alina Dudeanu, Dimitar Jetchev, Damien Robert, Marius Vuille – Cyclic Isogenies for Abelian Varieties with Real Multiplication, https://arxiv.org/abs/1710.05147 , submitted to Moscow Math. Journal, (2021) – publication in mathematical cryptology

2020

Christina Boura, Nicolas Gama, Mariya Georgieva, Dimitar Jetchev: CHIMERA: Combining Ring-LWE-based Fully Homomorphic Encryption Schemes. J. Math. Cryptol. 14(1): 316-338 (2020)

Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Nicolas Gama, Mariya Georgieva, Fernando Pérez-González: Multiquadratic Rings and Walsh-Hadamard Transforms for Oblivious Linear Function Evaluation. WIFS 2020: 1-6

Nicolas Gama Mariya Georgieva Dimitar Jetchev Kevin McCarthy Jakob Odersky Alexander Petric Abson S. Tang: Detecting Money Laundering Activities via Secure Multi-PartyComputation for Structural Similarities in Flow Networks, Accepted talk at Real-World Crypto 2021, New York, Jan. 2020 –

Ernest H. Brooks, Dimitar Jetchev, Reda Boumasmoud, Vertical Distribution Relations for Special Cycles on Unitary Shimura Varieties, Int. Math Res. Notices, Vol.2020, Issue 13, (2020)

2019

Christina Boura, Nicolas Gama, Mariya Georgieva, Dimitar Jetchev: Simulating Homomorphic Evaluation of Deep Learning Predictions. CSCML 2019: 212-230, IACR Cryptol. ePrint Arch. 2019: 591 (2019)

Sergiu Carpov, Nicolas Gama, Mariya Georgieva, Juan Ramón Troncoso-Pastoriza: Privacy-preserving semi-parallel logistic regression training with Fully Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2019: 101 (2019)

Alberto Pedrouzo-Ulloa, Juan Ramón Troncoso-Pastoriza, Nicolas Gama, Mariya Georgieva, Fernando Pérez-González: Revisiting Multivariate Ring Learning with Errors and its Applications on Lattice-based Cryptography. IACR Cryptol. ePrint Arch. 2019: 1109 (2019)

Dimitar Jetchev, Benjamin Wesolowski – Isogeny graphs of ordinary abelian varieties and the discrete logarithm problem, Acta Arithmetica, 187, (2019)

Invited Talk at the Clay Math Institute Research Conference on Special Cycles and p-adic L-functions – Oxford University, November 2019 – Dimitar Jetchev

Best paper award at the International Congress of the Chinese Mathematicians (ICCM) 2019 – Dimitar Jetchev, Xin Wan, Christopher Skinner – The Birch and Swinnerton–Dyer formula for elliptic curves of analytic rank one; a series of invited lectures at the Chinese Academy of Sciences, Beijing

2018

Roger A. Hallman, Kim Laine, Wei Dai, Nicolas Gama, Alex J. Malozemoff, Yuriy Polyakov, Sergiu Carpov: Building Applications with Homomorphic Encryption. CCS 2018: 2160-2162

Christina Boura, Ilaria Chillotti, Nicolas Gama, Dimitar Jetchev, Stanislav Peceny, Alexander Petric: High-Precision Privacy-Preserving Real-Valued Function Evaluation. Financial Cryptography 2018: 183-202

Ilaria Chillotti, Nicolas Gama, Mariya Georgieva, Malika Izabachène: TFHE: Fast Fully Homomorphic Encryption over the Torus. IACR Cryptol. ePrint Arch. 2018: 421 (2018) – J. Cryptol. 33(1): 34-91 (2020)

Christina Boura, Nicolas Gama, Mariya Georgieva: Chimera: a unified framework for B/FV, TFHE and HEAAN fully homomorphic encryption and predictions for deep learning. IACR Cryptol. ePrint Arch. 2018: 758 (2018)

Ilaria Chillotti, Nicolas Gama, Mariya Georgieva, Malika Izabachène: Faster Packed Homomorphic Operations and Efficient Circuit Bootstrapping for TFHE. ASIACRYPT (1) 2017: 377-408

Ilaria Chillotti, Nicolas Gama, Mariya Georgieva, Malika Izabachène: Improving TFHE: faster packed homomorphic operations and efficient circuit bootstrapping. IACR Cryptol. ePrint Arch. 2017: 430 (2017)

Dimitar Jetchev, Christopher Skinner, Xin Wan – The Birch and Swinnerton–Dyer formula for elliptic curves of analytic rank one, Cambridge Math. J., Vol.5, (2017) – a publication in number theory

Ernest H. Brooks, Dimitar Jetchev, Benjamin Wesolowski – Isogeny Graphs of Ordinary Abelian Varieties, Res. in Number Theory, 3(28), (2017)