Scalable Oblivious Data Analytics

Rezultaty

User studies analysis
Use-case-specific legal aspects
WP1 State of the art

State of the art

General legal aspects
Special Purpose MPC Protocols
Differential Privacy
Use-case-specific algorithms
WP2 State of the art

State of the art

General MPC Framework
User studies plan
Distributed/streaming algorithms

Publication of hacking challenge
Public website

Proof-of-concept for results of tasks 1.2/2.2
Proof-of-concept for results of tasks 1.3/2.3

Publikacje

Philips, Big Data & healthcare

Autorzy: Meilof Veeningen
Opublikowane w: 2017
Wydawca: "Workshop ""Big data og følsomme data"""

SODA - Scalable Oblivious Data Analytics

Autorzy: Meilof Veeningen
Opublikowane w: 2017
Wydawca: 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

Autorzy: Meilof Veeningen
Opublikowane w: 2017, Strona(/y) 21-39
Wydawca: 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

Autorzy: Meilof Veeningen
Opublikowane w: 2017
Wydawca: TPMPC 2017

On the Computational Overhead of MPC with Dishonest Majority

Autorzy: Jesper Buus Nielsen, Samuel Ranellucci
Opublikowane w: 2017, Strona(/y) 369-395
Wydawca: Springer Berlin Heidelberg
DOI: 10.1007/978-3-662-54388-7_13

PySNARK

Autorzy: Meilof Veeningen
Opublikowane w: 2017
Wydawca: GitHub

Distributed Privacy-Preserving Data Mining in the Medical Domain

Autorzy: Meilof Veeningen
Opublikowane w: 2017
Wydawca: Workshop on Decentralized Machine Learning, Optimization and Privacy

Sharing Secrets (Without Giving Them Away)

Autorzy: Arnout Jaspers
Opublikowane w: 2017
Wydawca: ACM News

SODA - Scalable Oblivious Data Analytics

Autorzy: Milan Petkovic
Opublikowane w: 2016
Wydawca: """Big Data Value Valencia Summit 2016: session on Data Protection - privacy-preserving big data technologies"""

Geheimen delen met partners die je niet vertrouwt

Autorzy: Arnout Jaspers
Opublikowane w: 2017
Wydawca: NEMO Kennislink

Maliciously Secure Oblivious Linear Function Evaluation with Constant Overhead

Autorzy: Satrajit Ghosh (Aarhus University), Jesper Buus Nielsen (Aarhus University), Tobias Nilges (Aarhus University)
Opublikowane w: 2017
Wydawca: ASIACRYPT 2017

DUPLO - Unifying Cut-and-Choose for Garbled Circuits

Autorzy: Vladimir Kolesnikov, Jesper Buus Nielsen, Mike Rosulek, Ni Trieu, Roberto Trifiletti
Opublikowane w: Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security - CCS '17, 2017, Strona(/y) 3-20, ISBN 9781-450349468
Wydawca: ACM Press
DOI: 10.1145/3133956.3133991

An Efficient Pairing-Based Shuffle Argument

Autorzy: Prastudy Fauzi (Aarhus University), Helger Lipmaa (University of Tartu), Janno Siim (University of Tartu and STACC), Michał Zając (University of Tartu)
Opublikowane w: 2017
Wydawca: ASIACRYPT 2017

Revealing Encryption for Partial Ordering

Autorzy: Helene Haagh, Yue Ji, Chenxing Li, Claudio Orlandi, and Yifan Song
Opublikowane w: 2017
Wydawca: IMA Cryptography and Coding 2017

Low Cost Constant Round MPC Combining BMR and Oblivious Transfer

Autorzy: Carmit Hazay (Bar-Ilan University), Peter Scholl (Aarhus University), Eduardo Soria-Vazquez (University of Bristol)
Opublikowane w: 2017
Wydawca: ASIACRYPT 2017

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

Autorzy: Peter Scholl (Aarhus University), Nigel Smart (University of Bristol), Tim Wood (University of Bristol)
Opublikowane w: 2017
Wydawca: IMA Cryptography and Coding 2017

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

Autorzy: 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
Opublikowane w: 2018
Wydawca: MIE 2018

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

Autorzy: Jesper Buus Nielsen (Aarhus University) Thomas Schneider (Technische Universität Darmstadt) Roberto Trifiletti (Aarhus University)
Opublikowane w: 2017
Wydawca: NDSS 2017

Compact Zero-Knowledge Proofs of Small Hamming Weight

Autorzy: Ivan Damgård, Ji Lao, Sabine Oechsner, Mark Simkin, Peter Scholl
Opublikowane w: 2018
Wydawca: PKC 2018

Introduction to Secure Multiparty Computation

Autorzy: Niek Bouman, Berry Schoenmakers
Opublikowane w: 2017
Wydawca: Workshop Data Mining with Secure Computation,

Committed MPC - Maliciously Secure Multiparty Computation from Homomorphic Commitments

Autorzy: Tore Frederiksen, Benny Pinkas, Avishay Yanai
Opublikowane w: 2018
Wydawca: PKC 2018

PySNARK announcement (flash presentation)

Autorzy: Meilof Veeningen
Opublikowane w: 2018
Wydawca: Real World Crypto 2018

Extending Oblivious Transfer with Low Communication via Key-Homomorphic PRFs

Autorzy: Peter Scholl
Opublikowane w: 2018
Wydawca: PKC 2018

Data Mining with Secure Computation

Autorzy: Niek Bouman, Mykola Pechenizkiy
Opublikowane w: 2017
Wydawca: ECML PKDD 2017

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

Autorzy: Nico Döttling, Satrajit Ghosh, Jesper Buus Nielsen, Tobias Nilges, Roberto Trifiletti
Opublikowane w: 2017
Wydawca: ACM CCS 2017

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

Autorzy: Ivan Damgård, Claudio Orlandi, Mark Simkin
Opublikowane w: 2018
Wydawca: CRYPTO 2018

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

Autorzy: Ronald Cramer, Ivan Damgård, Daniel Escudero, Peter Scholl, Chaoping Xing
Opublikowane w: 2018
Wydawca: CRYPTO 2018

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

Autorzy: Tore Frederiksen, Yehuda Lindell, Valery Osheter, Benny Pinkas
Opublikowane w: 2018
Wydawca: TPMPC 2018

Efficient MPC From Syndrome Decoding

Autorzy: Peter Scholl
Opublikowane w: 2018
Wydawca: TPMPC 2018

Secure Linear Algebra over F_p and Q

Autorzy: Frank Blom, Niek Bouman, Berry Schoenmakers, Niels de Vreede
Opublikowane w: 2018
Wydawca: TPMPC 2018

TinyKeys: A New Approach to Efficient Multi-Party Computation

Autorzy: Carmit Hazay, Emmanuela Orsini, Peter Scholl , Eduardo Soria-Vazquez
Opublikowane w: 2018
Wydawca: CRYPTO 2018

Conclave - secure multi-party computation on big data

Autorzy: Nikolaj Volgushev, Malte Schwarzkopf, Ben Getchell, Mayank Varia, Andrei Lapets, Azer Bestavros
Opublikowane w: Proceedings of the Fourteenth EuroSys Conference 2019 CD-ROM on ZZZ - EuroSys '19, 2019, Strona(/y) 1-18, ISBN 9781-450362818
Wydawca: ACM Press
DOI: 10.1145/3302424.3303982

Sharing Information with Competitors

Autorzy: Brânzei, Simina; Orlandi, Claudio; Yang, Guang
Opublikowane w: Numer 1, 2018
Wydawca: Cornell University

Lower Bounds for Oblivious Data Structures

Autorzy: Jacob, Riko; Larsen, Kasper Green; Nielsen, Jesper Buus
Opublikowane w: Numer 1, 2018
Wydawca: Cornell University

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

Autorzy: 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.
Opublikowane w: STARTPAGE=76;ENDPAGE=80;TITLE=Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, Numer 1, 2018
Wydawca: Medical Information Europe

Computer-Aided Proofs for Multiparty Computation with Active Security

Autorzy: Helene Haagh, Aleksandr Karbyshev, Sabine Oechsner, Bas Spitters, Pierre-Yves Strub
Opublikowane w: 2018 IEEE 31st Computer Security Foundations Symposium (CSF), 2018, Strona(/y) 119-131, ISBN 978-1-5386-6680-7
Wydawca: IEEE
DOI: 10.1109/CSF.2018.00016

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

Autorzy: Ivan Damgard, Daniel Escudero, Tore Frederiksen, Marcel Keller, Peter Scholl, Nikolaj Volgushev
Opublikowane w: 2019 IEEE Symposium on Security and Privacy (SP), 2019, Strona(/y) 1102-1120, ISBN 978-1-5386-6660-9
Wydawca: IEEE
DOI: 10.1109/sp.2019.00078

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

Autorzy: Elette Boyle, Geoffroy Couteau, Niv Gilboa, Yuval Ishai, Lisa Kohl, Peter Rindal, Peter Scholl
Opublikowane w: Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019, Strona(/y) 291-308, ISBN 9781-450367479
Wydawca: ACM
DOI: 10.1145/3319535.3354255

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

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

Revealing Encryption for Partial Ordering

Autorzy: Helene Haagh, Yue Ji, Chenxing Li, Claudio Orlandi, Yifan Song
Opublikowane w: Cryptography and Coding, Numer 10655, 2017, Strona(/y) 3-22, ISBN 978-3-319-71044-0
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-71045-7_1

Extending Oblivious Transfer with Low Communication via Key-Homomorphic PRFs

Autorzy: Peter Scholl
Opublikowane w: Public-Key Cryptography – PKC 2018, Numer 10769, 2018, Strona(/y) 554-583, ISBN 978-3-319-76577-8
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-76578-5_19

An Efficient Pairing-Based Shuffle Argument

Autorzy: Prastudy Fauzi, Helger Lipmaa, Janno Siim, Michał Zając
Opublikowane w: Advances in Cryptology – ASIACRYPT 2017, Numer 10625, 2017, Strona(/y) 97-127, ISBN 978-3-319-70696-2
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-70697-9_4

Maliciously Secure Oblivious Linear Function Evaluation with Constant Overhead

Autorzy: Satrajit Ghosh, Jesper Buus Nielsen, Tobias Nilges
Opublikowane w: Advances in Cryptology – ASIACRYPT 2017, Numer 10624, 2017, Strona(/y) 629-659, ISBN 978-3-319-70693-1
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-70694-8_22

Compact Zero-Knowledge Proofs of Small Hamming Weight

Autorzy: Ivan Damgård, Ji Luo, Sabine Oechsner, Peter Scholl, Mark Simkin
Opublikowane w: Public-Key Cryptography – PKC 2018, Numer 10770, 2018, Strona(/y) 530-560, ISBN 978-3-319-76580-8
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-76581-5_18

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

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

Low Cost Constant Round MPC Combining BMR and Oblivious Transfer

Autorzy: Carmit Hazay, Peter Scholl, Eduardo Soria-Vazquez
Opublikowane w: Advances in Cryptology – ASIACRYPT 2017, Numer 10624, 2017, Strona(/y) 598-628, ISBN 978-3-319-70693-1
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-70694-8_21

TinyKeys: A New Approach to Efficient Multi-Party Computation

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

Yes, There is an Oblivious RAM Lower Bound!

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

Minimising Communication in Honest-Majority MPC by Batchwise Multiplication Verification

Autorzy: Peter Sebastian Nordholt, Meilof Veeningen
Opublikowane w: Applied Cryptography and Network Security, Numer 10892, 2018, Strona(/y) 321-339, ISBN 978-3-319-93386-3
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-319-93387-0_17

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

Autorzy: Carmit Hazay, Emmanuela Orsini, Peter Scholl, Eduardo Soria-Vazquez
Opublikowane w: 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, Numer 11274, 2018, Strona(/y) 86-117, ISBN 978-3-030-03331-6
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-03332-3_4

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