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Scalable Oblivious Data Analytics

Deliverables

User studies analysis

User studies analysis

Use-case-specific legal aspects

Use-case-specific legal aspects

WP1 State of the art

State of the art

General legal aspects

General legal aspects

Special Purpose MPC Protocols

Special Purpose MPC Protocols

Differential Privacy

Differential Privacy

Use-case-specific algorithms

Use-case-specific algorithms

WP2 State of the art

State of the art

General MPC Framework

General MPC Framework

User studies plan

User studies plan

Distributed/streaming algorithms

Distributed/streaming algorithms

Proof-of-concept for results of tasks 1.2/2.2

Proof-of-concept for results of tasks 1.2/2.2

Proof-of-concept for results of tasks 1.3/2.3

Proof-of-concept for results of tasks 1.3/2.3

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Publications

Philips, Big Data & healthcare

Author(s): Meilof Veeningen
Published in: 2017
Publisher: "Workshop ""Big data og følsomme data"""

SODA - Scalable Oblivious Data Analytics

Author(s): Meilof Veeningen
Published in: 2017
Publisher: Information and Networking Days on Horizon 2020 Big Data Public-Private Partnership topics 2017

Pinocchio-Based Adaptive zk-SNARKs and Secure/Correct Adaptive Function Evaluation

Author(s): Meilof Veeningen
Published in: 2017, Page(s) 21-39
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-57339-7_2

Pinocchio-Based Adaptive zk-SNARKs, Secure Adaptive Function Evaluation and Privacy-Preserving Medical Research

Author(s): Meilof Veeningen
Published in: 2017
Publisher: TPMPC 2017

On the Computational Overhead of MPC with Dishonest Majority

Author(s): Jesper Buus Nielsen, Samuel Ranellucci
Published in: 2017, Page(s) 369-395
Publisher: Springer Berlin Heidelberg
DOI: 10.1007/978-3-662-54388-7_13

PySNARK

Author(s): Meilof Veeningen
Published in: 2017
Publisher: GitHub

Distributed Privacy-Preserving Data Mining in the Medical Domain

Author(s): Meilof Veeningen
Published in: 2017
Publisher: Workshop on Decentralized Machine Learning, Optimization and Privacy

Sharing Secrets (Without Giving Them Away)

Author(s): Arnout Jaspers
Published in: 2017
Publisher: ACM News

SODA - Scalable Oblivious Data Analytics

Author(s): Milan Petkovic
Published in: 2016
Publisher: """Big Data Value Valencia Summit 2016: session on Data Protection - privacy-preserving big data technologies"""

Geheimen delen met partners die je niet vertrouwt

Author(s): Arnout Jaspers
Published in: 2017
Publisher: NEMO Kennislink

Maliciously Secure Oblivious Linear Function Evaluation with Constant Overhead

Author(s): Satrajit Ghosh (Aarhus University), Jesper Buus Nielsen (Aarhus University), Tobias Nilges (Aarhus University)
Published in: 2017
Publisher: ASIACRYPT 2017

DUPLO - Unifying Cut-and-Choose for Garbled Circuits

Author(s): Vladimir Kolesnikov, Jesper Buus Nielsen, Mike Rosulek, Ni Trieu, Roberto Trifiletti
Published in: Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security - CCS '17, 2017, Page(s) 3-20, ISBN 9781-450349468
Publisher: ACM Press
DOI: 10.1145/3133956.3133991

An Efficient Pairing-Based Shuffle Argument

Author(s): Prastudy Fauzi (Aarhus University), Helger Lipmaa (University of Tartu), Janno Siim (University of Tartu and STACC), Michał Zając (University of Tartu)
Published in: 2017
Publisher: ASIACRYPT 2017

Revealing Encryption for Partial Ordering

Author(s): Helene Haagh, Yue Ji, Chenxing Li, Claudio Orlandi, and Yifan Song
Published in: 2017
Publisher: IMA Cryptography and Coding 2017

Low Cost Constant Round MPC Combining BMR and Oblivious Transfer

Author(s): Carmit Hazay (Bar-Ilan University), Peter Scholl (Aarhus University), Eduardo Soria-Vazquez (University of Bristol)
Published in: 2017
Publisher: ASIACRYPT 2017

When It’s All Just Too Much: Outsourcing MPC-Preprocessing

Author(s): Peter Scholl (Aarhus University), Nigel Smart (University of Bristol), Tim Wood (University of Bristol)
Published in: 2017
Publisher: IMA Cryptography and Coding 2017

Enabling Analytics on Sensitive Medical Data with Secure Multi-Party Computation

Author(s): Meilof VEENINGEN, Supriyo CHATTERJEA, Anna Zsófia HORVÁTH, Gerald SPINDLERb, Eric BOERSMA, Peter van der SPEK, Onno van der GALIËN, Job GUTTELING, Wessel KRAAIJ, Thijs VEUGEN
Published in: 2018
Publisher: MIE 2018

Constant Round Maliciously Secure 2PC with Function-independent Preprocessing using LEGO

Author(s): Jesper Buus Nielsen (Aarhus University) Thomas Schneider (Technische Universität Darmstadt) Roberto Trifiletti (Aarhus University)
Published in: 2017
Publisher: NDSS 2017

Compact Zero-Knowledge Proofs of Small Hamming Weight

Author(s): Ivan Damgård, Ji Lao, Sabine Oechsner, Mark Simkin, Peter Scholl
Published in: 2018
Publisher: PKC 2018

Introduction to Secure Multiparty Computation

Author(s): Niek Bouman, Berry Schoenmakers
Published in: 2017
Publisher: Workshop Data Mining with Secure Computation,

Committed MPC - Maliciously Secure Multiparty Computation from Homomorphic Commitments

Author(s): Tore Frederiksen, Benny Pinkas, Avishay Yanai
Published in: 2018
Publisher: PKC 2018

PySNARK announcement (flash presentation)

Author(s): Meilof Veeningen
Published in: 2018
Publisher: Real World Crypto 2018

Extending Oblivious Transfer with Low Communication via Key-Homomorphic PRFs

Author(s): Peter Scholl
Published in: 2018
Publisher: PKC 2018

Data Mining with Secure Computation

Author(s): Niek Bouman, Mykola Pechenizkiy
Published in: 2017
Publisher: ECML PKDD 2017

TinyOLE: Efficient Actively Secure Two-Party Computation from Oblivious Linear Function Evaluation

Author(s): Nico Döttling, Satrajit Ghosh, Jesper Buus Nielsen, Tobias Nilges, Roberto Trifiletti
Published in: 2017
Publisher: ACM CCS 2017

Yet Another Compiler for Active Security or: Efficient MPC Over Arbitrary Rings

Author(s): Ivan Damgård, Claudio Orlandi, Mark Simkin
Published in: 2018
Publisher: CRYPTO 2018

SPDZ_2^k: Efficient MPC mod 2^k for Dishonest Majority

Author(s): Ronald Cramer, Ivan Damgård, Daniel Escudero, Peter Scholl, Chaoping Xing
Published in: 2018
Publisher: CRYPTO 2018

Fast Distributed RSA Key Generation for Semi-Honest and Malicious Adversaries

Author(s): Tore Frederiksen, Yehuda Lindell, Valery Osheter, Benny Pinkas
Published in: 2018
Publisher: TPMPC 2018

Efficient MPC From Syndrome Decoding

Author(s): Peter Scholl
Published in: 2018
Publisher: TPMPC 2018

Secure Linear Algebra over F_p and Q

Author(s): Frank Blom, Niek Bouman, Berry Schoenmakers, Niels de Vreede
Published in: 2018
Publisher: TPMPC 2018

TinyKeys: A New Approach to Efficient Multi-Party Computation

Author(s): Carmit Hazay, Emmanuela Orsini, Peter Scholl , Eduardo Soria-Vazquez
Published in: 2018
Publisher: CRYPTO 2018

Conclave - secure multi-party computation on big data

Author(s): Nikolaj Volgushev, Malte Schwarzkopf, Ben Getchell, Mayank Varia, Andrei Lapets, Azer Bestavros
Published in: Proceedings of the Fourteenth EuroSys Conference 2019 CD-ROM on ZZZ - EuroSys '19, 2019, Page(s) 1-18, ISBN 9781-450362818
Publisher: ACM Press
DOI: 10.1145/3302424.3303982

Sharing Information with Competitors

Author(s): Brânzei, Simina; Orlandi, Claudio; Yang, Guang
Published in: 1, 2018
Publisher: Cornell University

Lower Bounds for Oblivious Data Structures

Author(s): Jacob, Riko; Larsen, Kasper Green; Nielsen, Jesper Buus
Published in: 1, 2018
Publisher: Cornell University

Enabling analytics on sensitive medical data with secure multi-party computation

Author(s): Veeningen, M.; Chatterjea, S.; Horváth, A.Z.; Spindler, G.; Boersma, E.; Spek, van der, P.; Galiën, van der, O.; Gutteling, J.; Kraaij, W.; Veugen, T.
Published in: STARTPAGE=76;ENDPAGE=80;TITLE=Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 1, 2018
Publisher: Medical Information Europe

Computer-Aided Proofs for Multiparty Computation with Active Security

Author(s): Helene Haagh, Aleksandr Karbyshev, Sabine Oechsner, Bas Spitters, Pierre-Yves Strub
Published in: 2018 IEEE 31st Computer Security Foundations Symposium (CSF), 2018, Page(s) 119-131, ISBN 978-1-5386-6680-7
Publisher: IEEE
DOI: 10.1109/CSF.2018.00016

New Primitives for Actively-Secure MPC over Rings with Applications to Private Machine Learning

Author(s): Ivan Damgard, Daniel Escudero, Tore Frederiksen, Marcel Keller, Peter Scholl, Nikolaj Volgushev
Published in: 2019 IEEE Symposium on Security and Privacy (SP), 2019, Page(s) 1102-1120, ISBN 978-1-5386-6660-9
Publisher: IEEE
DOI: 10.1109/sp.2019.00078

Efficient Two-Round OT Extension and Silent Non-Interactive Secure Computation

Author(s): Elette Boyle, Geoffroy Couteau, Niv Gilboa, Yuval Ishai, Lisa Kohl, Peter Rindal, Peter Scholl
Published in: Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019, Page(s) 291-308, ISBN 9781-450367479
Publisher: ACM
DOI: 10.1145/3319535.3354255

Fast Distributed RSA Key Generation for Semi-honest and Malicious Adversaries

Author(s): Tore Kasper Frederiksen, Yehuda Lindell, Valery Osheter, Benny Pinkas
Published in: Advances in Cryptology – CRYPTO 2018 - 38th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 19–23, 2018, Proceedings, Part II, 10992, 2018, Page(s) 331-361, ISBN 978-3-319-96880-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-96881-0_12

Revealing Encryption for Partial Ordering

Author(s): Helene Haagh, Yue Ji, Chenxing Li, Claudio Orlandi, Yifan Song
Published in: Cryptography and Coding, 10655, 2017, Page(s) 3-22, ISBN 978-3-319-71044-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-71045-7_1

Extending Oblivious Transfer with Low Communication via Key-Homomorphic PRFs

Author(s): Peter Scholl
Published in: Public-Key Cryptography – PKC 2018, 10769, 2018, Page(s) 554-583, ISBN 978-3-319-76577-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-76578-5_19

An Efficient Pairing-Based Shuffle Argument

Author(s): Prastudy Fauzi, Helger Lipmaa, Janno Siim, Michał Zając
Published in: Advances in Cryptology – ASIACRYPT 2017, 10625, 2017, Page(s) 97-127, ISBN 978-3-319-70696-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-70697-9_4

Maliciously Secure Oblivious Linear Function Evaluation with Constant Overhead

Author(s): Satrajit Ghosh, Jesper Buus Nielsen, Tobias Nilges
Published in: Advances in Cryptology – ASIACRYPT 2017, 10624, 2017, Page(s) 629-659, ISBN 978-3-319-70693-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-70694-8_22

Compact Zero-Knowledge Proofs of Small Hamming Weight

Author(s): Ivan Damgård, Ji Luo, Sabine Oechsner, Peter Scholl, Mark Simkin
Published in: Public-Key Cryptography – PKC 2018, 10770, 2018, Page(s) 530-560, ISBN 978-3-319-76580-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-76581-5_18

Yet Another Compiler for Active Security or: Efficient MPC Over Arbitrary Rings

Author(s): Ivan Damgård, Claudio Orlandi, Mark Simkin
Published in: Advances in Cryptology – CRYPTO 2018 - 38th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 19–23, 2018, Proceedings, Part II, 10992, 2018, Page(s) 799-829, ISBN 978-3-319-96880-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-96881-0_27

Low Cost Constant Round MPC Combining BMR and Oblivious Transfer

Author(s): Carmit Hazay, Peter Scholl, Eduardo Soria-Vazquez
Published in: Advances in Cryptology – ASIACRYPT 2017, 10624, 2017, Page(s) 598-628, ISBN 978-3-319-70693-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-70694-8_21

TinyKeys: A New Approach to Efficient Multi-Party Computation

Author(s): Carmit Hazay, Emmanuela Orsini, Peter Scholl, Eduardo Soria-Vazquez
Published in: Advances in Cryptology – CRYPTO 2018 - 38th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 19–23, 2018, Proceedings, Part III, 10993, 2018, Page(s) 3-33, ISBN 978-3-319-96877-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-96878-0_1

Yes, There is an Oblivious RAM Lower Bound!

Author(s): Kasper Green Larsen, Jesper Buus Nielsen
Published in: Advances in Cryptology – CRYPTO 2018 - 38th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 19–23, 2018, Proceedings, Part II, 10992, 2018, Page(s) 523-542, ISBN 978-3-319-96880-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-96881-0_18

Minimising Communication in Honest-Majority MPC by Batchwise Multiplication Verification

Author(s): Peter Sebastian Nordholt, Meilof Veeningen
Published in: Applied Cryptography and Network Security, 10892, 2018, Page(s) 321-339, ISBN 978-3-319-93386-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-93387-0_17

Concretely Efficient Large-Scale MPC with Active Security (or, TinyKeys for TinyOT)

Author(s): Carmit Hazay, Emmanuela Orsini, Peter Scholl, Eduardo Soria-Vazquez
Published in: Advances in Cryptology – ASIACRYPT 2018 - 24th International Conference on the Theory and Application of Cryptology and Information Security, Brisbane, QLD, Australia, December 2–6, 2018, Proceedings, Part III, 11274, 2018, Page(s) 86-117, ISBN 978-3-030-03331-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-03332-3_4