Ilya Mironov

According to our database, Ilya Mironov authored at least 60 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Reconciling Security and Communication Efficiency in Federated Learning.

Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock

IEEE Data Eng. Bull., 2023

Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems.

Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu

IEEE Data Eng. Bull., 2023

Green Federated Learning.

Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael G. Rabbat, Carole-Jean Wu, Ilya Mironov

CoRR, 2023

2022

FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning.

Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu

CoRR, 2022

Defending against Reconstruction Attacks with Rényi Differential Privacy.

Pierre Stock, Igor Shilov, Ilya Mironov, Alexandre Sablayrolles

CoRR, 2022

2021

Practical, Label Private Deep Learning Training based on Secure Multiparty Computation and Differential Privacy.

Sen Yuan, Milan Shen, Ilya Mironov, Anderson C. A. Nascimento

IACR Cryptol. ePrint Arch., 2021

Opacus: User-Friendly Differential Privacy Library in PyTorch.

Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov

CoRR, 2021

Wide Network Learning with Differential Privacy.

Huanyu Zhang, Ilya Mironov, Meisam Hejazinia

CoRR, 2021

Antipodes of Label Differential Privacy: PATE and ALIBI.

Mani Malek Esmaeili, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Encode, Shuffle, Analyze Privacy Revisited: Formalizations and Empirical Evaluation.

Úlfar Erlingsson, Vitaly Feldman, Ilya Mironov, Ananth Raghunathan, Shuang Song, Kunal Talwar, Abhradeep Thakurta

CoRR, 2020

Cryptanalytic Extraction of Neural Network Models.

Nicholas Carlini, Matthew Jagielski, Ilya Mironov

Proceedings of the Advances in Cryptology - CRYPTO 2020, 2020

2019

Rényi Differential Privacy of the Sampled Gaussian Mechanism.

Ilya Mironov, Kunal Talwar, Li Zhang

CoRR, 2019

That which we call private.

Úlfar Erlingsson, Ilya Mironov, Ananth Raghunathan, Shuang Song

CoRR, 2019

Privacy-preserving Data Mining in Industry.

Krishnaram Kenthapadi, Ilya Mironov, Abhradeep Thakurta

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity.

Úlfar Erlingsson, Vitaly Feldman, Ilya Mironov, Ananth Raghunathan, Kunal Talwar, Abhradeep Thakurta

Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2019

2018

Incremental Deterministic Public-Key Encryption.

Ilya Mironov, Omkant Pandey, Omer Reingold, Gil Segev

J. Cryptol., 2018

Scalable Private Learning with PATE.

Nicolas Papernot, Shuang Song, Ilya Mironov, Ananth Raghunathan, Kunal Talwar, Úlfar Erlingsson

Proceedings of the 6th International Conference on Learning Representations, 2018

Privacy Amplification by Iteration.

Vitaly Feldman, Ilya Mironov, Kunal Talwar, Abhradeep Thakurta

Proceedings of the 59th IEEE Annual Symposium on Foundations of Computer Science, 2018

2017

Strengthening the Security of Encrypted Databases: Non-Transitive JOINs.

Ilya Mironov, Gil Segev, Ido Shahaf

IACR Cryptol. ePrint Arch., 2017

Oblivious Stash Shuffle.

Petros Maniatis, Ilya Mironov, Kunal Talwar

CoRR, 2017

On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches.

Martín Abadi, Úlfar Erlingsson, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Nicolas Papernot, Kunal Talwar, Li Zhang

CoRR, 2017

Prochlo: Strong Privacy for Analytics in the Crowd.

Andrea Bittau, Úlfar Erlingsson, Petros Maniatis, Ilya Mironov, Ananth Raghunathan, David Lie, Mitch Rudominer, Ushasree Kode, Julien Tinnés, Bernhard Seefeld

Proceedings of the 26th Symposium on Operating Systems Principles, 2017

Rényi Differential Privacy.

Ilya Mironov

Proceedings of the 30th IEEE Computer Security Foundations Symposium, 2017

On the Protection of Private Information in Machine Learning Systems: Two Recent Approches.

Martín Abadi, Úlfar Erlingsson, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Nicolas Papernot, Kunal Talwar, Li Zhang

Proceedings of the 30th IEEE Computer Security Foundations Symposium, 2017

2016

Frodo: Take off the ring! Practical, Quantum-Secure Key Exchange from LWE.

Joppe W. Bos, Craig Costello, Léo Ducas, Ilya Mironov, Michael Naehrig, Valeria Nikolaenko, Ananth Raghunathan, Douglas Stebila

IACR Cryptol. ePrint Arch., 2016

Deep Learning with Differential Privacy.

Martín Abadi, Andy Chu, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Kunal Talwar, Li Zhang

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015

Do Distributed Differentially-Private Protocols Require Oblivious Transfer?

Vipul Goyal, Dakshita Khurana, Ilya Mironov, Omkant Pandey, Amit Sahai

IACR Cryptol. ePrint Arch., 2015

Message Transmission with Reverse Firewalls - Secure Communication on Corrupted Machines.

Yevgeniy Dodis, Ilya Mironov, Noah Stephens-Davidowitz

IACR Cryptol. ePrint Arch., 2015

Message-Locked Encryption for Lock-Dependent Messages.

Martín Abadi, Dan Boneh, Ilya Mironov, Ananth Raghunathan, Gil Segev

IACR Cryptol. ePrint Arch., 2015

Hosting Services on an Untrusted Cloud.

Dan Boneh, Divya Gupta, Ilya Mironov, Amit Sahai

Proceedings of the Advances in Cryptology - EUROCRYPT 2015, 2015

2014

Cryptographic Reverse Firewalls.

Ilya Mironov, Noah Stephens-Davidowitz

IACR Cryptol. ePrint Arch., 2014

Web PKI: Closing the Gap between Guidelines and Practices.

Antoine Delignat-Lavaud, Martín Abadi, Andrew Birrell, Ilya Mironov, Ted Wobber, Yinglian Xie

Proceedings of the 21st Annual Network and Distributed System Security Symposium, 2014

2013

Privacy via the Johnson-Lindenstrauss Transform.

Krishnaram Kenthapadi, Aleksandra Korolova, Ilya Mironov, Nina Mishra

J. Priv. Confidentiality, 2013

Global Authentication in an Untrustworthy World.

Martín Abadi, Andrew Birrell, Ilya Mironov, Ted Wobber, Yinglian Xie

Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

Accuracy-Privacy Tradeoffs for Two-Party Differentially Private Protocols.

Vipul Goyal, Ilya Mironov, Omkant Pandey, Amit Sahai

Proceedings of the Advances in Cryptology - CRYPTO 2013, 2013

2012

Differential Privacy with Imperfect Randomness.

Yevgeniy Dodis, Adriana López-Alt, Ilya Mironov, Salil P. Vadhan

IACR Cryptol. ePrint Arch., 2012

Differential privacy as a protocol constraint.

Ilya Mironov

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

On significance of the least significant bits for differential privacy.

Ilya Mironov

Proceedings of the ACM Conference on Computer and Communications Security, 2012

2011

Sketching in Adversarial Environments.

Ilya Mironov, Moni Naor, Gil Segev

SIAM J. Comput., 2011

The Limits of Two-Party Differential Privacy.

Andrew McGregor, Ilya Mironov, Toniann Pitassi, Omer Reingold, Kunal Talwar, Salil P. Vadhan

Electron. Colloquium Comput. Complex., 2011

Publicly Verifiable Secret Sharing for Cloud-Based Key Management.

Roy D'Souza, David Jao, Ilya Mironov, Omkant Pandey

Proceedings of the Progress in Cryptology - INDOCRYPT 2011, 2011

2010

Domain Extension for Enhanced Target Collision-Resistant Hash Functions.

Ilya Mironov

Proceedings of the Fast Software Encryption, 17th International Workshop, 2010

2009

Differentially Private Recommender Systems: Building Privacy into the Netflix Prize Contenders.

Frank McSherry, Ilya Mironov

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Computational Differential Privacy.

Ilya Mironov, Omkant Pandey, Omer Reingold, Salil P. Vadhan

Proceedings of the Advances in Cryptology, 2009

2008

Data Collection with Self-Enforcing Privacy.

Philippe Golle, Frank McSherry, Ilya Mironov

ACM Trans. Inf. Syst. Secur., 2008

2006

Applications of SAT Solvers to Cryptanalysis of Hash Functions.

Ilya Mironov, Lintao Zhang

IACR Cryptol. ePrint Arch., 2006

Hard Instances of the Constrained Discrete Logarithm Problem.

Ilya Mironov, Anton Mityagin, Kobbi Nissim

IACR Cryptol. ePrint Arch., 2006

MV3: A new word based stream cipher using rapid mixing and revolving buffers.

Nathan Keller, Stephen D. Miller, Ilya Mironov, Ramarathnam Venkatesan

IACR Cryptol. ePrint Arch., 2006

Collision-Resistant No More: Hash-and-Sign Paradigm Revisited.

Ilya Mironov

Proceedings of the Public Key Cryptography, 2006

Our Data, Ourselves: Privacy Via Distributed Noise Generation.

Cynthia Dwork, Krishnaram Kenthapadi, Frank McSherry, Ilya Mironov, Moni Naor

Proceedings of the Advances in Cryptology - EUROCRYPT 2006, 25th Annual International Conference on the Theory and Applications of Cryptographic Techniques, St. Petersburg, Russia, May 28, 2006

Cache-Collision Timing Attacks Against AES.

Joseph Bonneau, Ilya Mironov

Proceedings of the Cryptographic Hardware and Embedded Systems, 2006

2004

Application of analysis of algorithms in cryptography.

Ilya Mironov

PhD thesis, 2004

2003

A Secure Signature Scheme from Bilinear Maps.

Dan Boneh, Ilya Mironov, Victor Shoup

Proceedings of the Topics in Cryptology, 2003

2002

(Not So) Random Shuffles of RC4.

Ilya Mironov

IACR Cryptol. ePrint Arch., 2002

Cryptographic Primitives Enforcing Communication and Storage Complexity.

Philippe Golle, Stanislaw Jarecki, Ilya Mironov

Proceedings of the Financial Cryptography, 6th International Conference, 2002

2001

A Note on Cryptanalysis of the Preliminary Version of the NTRU Signature Scheme.

Ilya Mironov

IACR Cryptol. ePrint Arch., 2001

Incentives for Sharing in Peer-to-Peer Networks.

Philippe Golle, Kevin Leyton-Brown, Ilya Mironov, Mark Lillibridge

Proceedings of the Electronic Commerce, Second International Workshop, 2001

Incentives for sharing in peer-to-peer networks.

Philippe Golle, Kevin Leyton-Brown, Ilya Mironov

Proceedings of the Proceedings 3rd ACM Conference on Electronic Commerce (EC-2001), 2001

Hash Functions: From Merkle-Damgård to Shoup.

Ilya Mironov

Proceedings of the Advances in Cryptology, 2001

Uncheatable Distributed Computations.

Philippe Golle, Ilya Mironov

Proceedings of the Topics in Cryptology, 2001