Ilya Mironov

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 40

Top Topics

Differential Privacy

Secure Multiparty Computation

Machine Learning Systems

Top Venues

IACR Cryptol. ePrint Arch.

IEEE Data Eng. Bull.

Publications

Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael Rabbat, Carole-Jean Wu, Ilya Mironov
Green Federated Learning. CoRR (2023)
Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu
Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems. IEEE Data Eng. Bull. 46 (1) (2023)
Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock
Reconciling Security and Communication Efficiency in Federated Learning. IEEE Data Eng. Bull. 46 (1) (2023)
Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu
FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning. CoRR (2022)
Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock
Reconciling Security and Communication Efficiency in Federated Learning. CoRR (2022)
Pierre Stock, Igor Shilov, Ilya Mironov, Alexandre Sablayrolles
Defending against Reconstruction Attacks with Rényi Differential Privacy. CoRR (2022)
Huanyu Zhang, Ilya Mironov, Meisam Hejazinia
Wide Network Learning with Differential Privacy. CoRR (2021)
Mani Malek, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr
Antipodes of Label Differential Privacy: PATE and ALIBI. CoRR (2021)
Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Gosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov
Opacus: User-Friendly Differential Privacy Library in PyTorch. CoRR (2021)
Mani Malek Esmaeili, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr
Antipodes of Label Differential Privacy: PATE and ALIBI. NeurIPS (2021)
Sen Yuan, Milan Shen, Ilya Mironov, Anderson C. A. Nascimento
Practical, Label Private Deep Learning Training based on Secure Multiparty Computation and Differential Privacy. IACR Cryptol. ePrint Arch. 2021 (2021)
Nicholas Carlini, Matthew Jagielski, Ilya Mironov
Cryptanalytic Extraction of Neural Network Models. CoRR (2020)
Úlfar Erlingsson, Vitaly Feldman, Ilya Mironov, Ananth Raghunathan, Shuang Song, Kunal Talwar, Abhradeep Thakurta
Encode, Shuffle, Analyze Privacy Revisited: Formalizations and Empirical Evaluation. CoRR (2020)
Nicholas Carlini, Matthew Jagielski, Ilya Mironov
Cryptanalytic Extraction of Neural Network Models. CRYPTO (3) (2020)
Ilya Mironov, Kunal Talwar, Li Zhang
Rényi Differential Privacy of the Sampled Gaussian Mechanism. CoRR (2019)
Úlfar Erlingsson, Ilya Mironov, Ananth Raghunathan, Shuang Song
That which we call private. CoRR (2019)
Úlfar Erlingsson, Vitaly Feldman, Ilya Mironov, Ananth Raghunathan, Kunal Talwar, Abhradeep Thakurta
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity. SODA (2019)
Krishnaram Kenthapadi, Ilya Mironov, Abhradeep Guha Thakurta
Privacy-preserving Data Mining in Industry. WSDM (2019)
Krishnaram Kenthapadi, Ilya Mironov, Abhradeep Thakurta
Privacy-preserving Data Mining in Industry. WWW (Companion Volume) (2019)
Vitaly Feldman, Ilya Mironov, Kunal Talwar, Abhradeep Thakurta
Privacy Amplification by Iteration. FOCS (2018)
Úlfar Erlingsson, Vitaly Feldman, Ilya Mironov, Ananth Raghunathan, Kunal Talwar, Abhradeep Thakurta
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity. CoRR (2018)
Vitaly Feldman, Ilya Mironov, Kunal Talwar, Abhradeep Thakurta
Privacy Amplification by Iteration. CoRR (2018)
Nicolas Papernot, Shuang Song, Ilya Mironov, Ananth Raghunathan, Kunal Talwar, Úlfar Erlingsson
Scalable Private Learning with PATE. CoRR (2018)
Nicolas Papernot, Shuang Song, Ilya Mironov, Ananth Raghunathan, Kunal Talwar, Úlfar Erlingsson
Scalable Private Learning with PATE. ICLR (2018)
Ilya Mironov, Omkant Pandey, Omer Reingold, Gil Segev
Incremental Deterministic Public-Key Encryption. J. Cryptol. 31 (1) (2018)
Andrea Bittau, Úlfar Erlingsson, Petros Maniatis, Ilya Mironov, Ananth Raghunathan, David Lie, Mitch Rudominer, Ushasree Kode, Julien Tinnés, Bernhard Seefeld
Prochlo: Strong Privacy for Analytics in the Crowd. SOSP (2017)
Ilya Mironov
Rényi Differential Privacy. CSF (2017)
Martín Abadi, Úlfar Erlingsson, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Nicolas Papernot, Kunal Talwar, Li Zhang
On the Protection of Private Information in Machine Learning Systems: Two Recent Approches. CSF (2017)
Petros Maniatis, Ilya Mironov, Kunal Talwar
Oblivious Stash Shuffle. CoRR (2017)
Ilya Mironov
Renyi Differential Privacy. CoRR (2017)
Andrea Bittau, Úlfar Erlingsson, Petros Maniatis, Ilya Mironov, Ananth Raghunathan, David Lie, Mitch Rudominer, Ushasree Kode, Julien Tinnés, Bernhard Seefeld
Prochlo: Strong Privacy for Analytics in the Crowd. CoRR (2017)
Ilya Mironov, Gil Segev, Ido Shahaf
Strengthening the Security of Encrypted Databases: Non-Transitive JOINs. IACR Cryptol. ePrint Arch. 2017 (2017)
Ilya Mironov, Gil Segev, Ido Shahaf
Strengthening the Security of Encrypted Databases: Non-transitive JOINs. TCC (2) (2017)
Martín Abadi, Úlfar Erlingsson, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Nicolas Papernot, Kunal Talwar, Li Zhang
On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches. CoRR (2017)
Martín Abadi, Andy Chu, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Kunal Talwar, Li Zhang
Deep Learning with Differential Privacy. CoRR (2016)
Joppe W. Bos, Craig Costello, Léo Ducas, Ilya Mironov, Michael Naehrig, Valeria Nikolaenko, Ananth Raghunathan, Douglas Stebila
Frodo: Take off the Ring! Practical, Quantum-Secure Key Exchange from LWE. CCS (2016)
Vipul Goyal, Dakshita Khurana, Ilya Mironov, Omkant Pandey, Amit Sahai
Do Distributed Differentially-Private Protocols Require Oblivious Transfer?. ICALP (2016)
Yevgeniy Dodis, Ilya Mironov, Noah Stephens-Davidowitz
Message Transmission with Reverse Firewalls - Secure Communication on Corrupted Machines. CRYPTO (1) (2016)
Joppe W. Bos, Craig Costello, Léo Ducas, Ilya Mironov, Michael Naehrig, Valeria Nikolaenko, Ananth Raghunathan, Douglas Stebila
Frodo: Take off the ring! Practical, Quantum-Secure Key Exchange from LWE. IACR Cryptol. ePrint Arch. 2016 (2016)
Martín Abadi, Andy Chu, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Kunal Talwar, Li Zhang
Deep Learning with Differential Privacy. CCS (2016)
Dan Boneh, Divya Gupta, Ilya Mironov, Amit Sahai
Hosting Services on an Untrusted Cloud. EUROCRYPT (2) (2015)
Martín Abadi, Dan Boneh, Ilya Mironov, Ananth Raghunathan, Gil Segev
Message-Locked Encryption for Lock-Dependent Messages. IACR Cryptol. ePrint Arch. 2015 (2015)
Ilya Mironov, Noah Stephens-Davidowitz
Cryptographic Reverse Firewalls. EUROCRYPT (2) (2015)
Yevgeniy Dodis, Ilya Mironov, Noah Stephens-Davidowitz
Message Transmission with Reverse Firewalls - Secure Communication on Corrupted Machines. IACR Cryptol. ePrint Arch. 2015 (2015)
Vipul Goyal, Dakshita Khurana, Ilya Mironov, Omkant Pandey, Amit Sahai
Do Distributed Differentially-Private Protocols Require Oblivious Transfer? IACR Cryptol. ePrint Arch. 2015 (2015)
Ilya Mironov, Noah Stephens-Davidowitz
Cryptographic Reverse Firewalls. IACR Cryptol. ePrint Arch. 2014 (2014)
Antoine Delignat-Lavaud, Martín Abadi, Andrew Birrell, Ilya Mironov, Ted Wobber, Yinglian Xie
Web PKI: Closing the Gap between Guidelines and Practices. NDSS (2014)
Krishnaram Kenthapadi, Aleksandra Korolova, Ilya Mironov, Nina Mishra
Privacy via the Johnson-Lindenstrauss Transform. J. Priv. Confidentiality 5 (1) (2013)
Martín Abadi, Dan Boneh, Ilya Mironov, Ananth Raghunathan, Gil Segev
Message-Locked Encryption for Lock-Dependent Messages. CRYPTO (1) (2013)
Martín Abadi, Andrew Birrell, Ilya Mironov, Ted Wobber, Yinglian Xie
Global Authentication in an Untrustworthy World. HotOS (2013)
Vipul Goyal, Ilya Mironov, Omkant Pandey, Amit Sahai
Accuracy-Privacy Tradeoffs for Two-Party Differentially Private Protocols. CRYPTO (1) (2013)
Ilya Mironov
Differential privacy as a protocol constraint. ITW (2012)
Krishnaram Kenthapadi, Aleksandra Korolova, Ilya Mironov, Nina Mishra
Privacy via the Johnson-Lindenstrauss Transform CoRR (2012)
Ilya Mironov, Omkant Pandey, Omer Reingold, Gil Segev
Incremental Deterministic Public-Key Encryption. EUROCRYPT (2012)
Ilya Mironov
On significance of the least significant bits for differential privacy. CCS (2012)
Yevgeniy Dodis, Adriana López-Alt, Ilya Mironov, Salil P. Vadhan
Differential Privacy with Imperfect Randomness. CRYPTO (2012)
Ilya Mironov, Omkant Pandey, Omer Reingold, Gil Segev
Incremental Deterministic Public-Key Encryption. IACR Cryptol. ePrint Arch. 2012 (2012)
Yevgeniy Dodis, Adriana López-Alt, Ilya Mironov, Salil P. Vadhan
Differential Privacy with Imperfect Randomness. IACR Cryptol. ePrint Arch. 2012 (2012)
Andrew McGregor, Ilya Mironov, Toniann Pitassi, Omer Reingold, Kunal Talwar, Salil P. Vadhan
The Limits of Two-Party Differential Privacy. Electron. Colloquium Comput. Complex. 18 (2011)
Ilya Mironov, Moni Naor, Gil Segev
Sketching in Adversarial Environments. SIAM J. Comput. 40 (6) (2011)
Roy D'Souza, David Jao, Ilya Mironov, Omkant Pandey
Publicly Verifiable Secret Sharing for Cloud-Based Key Management. INDOCRYPT (2011)
Andrew McGregor, Ilya Mironov, Toniann Pitassi, Omer Reingold, Kunal Talwar, Salil P. Vadhan
The Limits of Two-Party Differential Privacy. FOCS (2010)
Ilya Mironov
Domain Extension for Enhanced Target Collision-Resistant Hash Functions. FSE (2010)
Ilya Mironov, Omkant Pandey, Omer Reingold, Salil P. Vadhan
Computational Differential Privacy. CRYPTO (2009)
Frank McSherry, Ilya Mironov
Differentially Private Recommender Systems: Building Privacy into the Netflix Prize Contenders. KDD (2009)
Ilya Mironov, Moni Naor, Gil Segev
Sketching in adversarial environments. STOC (2008)
Philippe Golle, Frank McSherry, Ilya Mironov
Data Collection with Self-Enforcing Privacy. ACM Trans. Inf. Syst. Secur. 12 (2) (2008)
Nathan Keller, Stephen D. Miller, Ilya Mironov, Ramarathnam Venkatesan
MV3: A New Word Based Stream Cipher Using Rapid Mixing and Revolving Buffers. CT-RSA (2007)
Ilya Mironov, Anton Mityagin, Kobbi Nissim
Hard Instances of the Constrained Discrete Logarithm Problem. ANTS (2006)
Ilya Mironov, Anton Mityagin, Kobbi Nissim
Hard Instances of the Constrained Discrete Logarithm Problem. IACR Cryptol. ePrint Arch. 2006 (2006)
Joseph Bonneau, Ilya Mironov
Cache-Collision Timing Attacks Against AES. CHES (2006)
Philippe Golle, Frank McSherry, Ilya Mironov
Data collection with self-enforcing privacy. CCS (2006)
Cynthia Dwork, Krishnaram Kenthapadi, Frank McSherry, Ilya Mironov, Moni Naor
Our Data, Ourselves: Privacy Via Distributed Noise Generation. EUROCRYPT (2006)
Nathan Keller, Stephen D. Miller, Ilya Mironov, Ramarathnam Venkatesan
MV3: A new word based stream cipher using rapid mixing and revolving buffers CoRR (2006)
Ilya Mironov, Lintao Zhang
Applications of SAT Solvers to Cryptanalysis of Hash Functions. IACR Cryptol. ePrint Arch. 2006 (2006)
Ilya Mironov, Anton Mityagin, Kobbi Nissim
Hard Instances of the Constrained Discrete Logarithm Problem CoRR (2006)
Ilya Mironov, Lintao Zhang
Applications of SAT Solvers to Cryptanalysis of Hash Functions. SAT (2006)
Ilya Mironov
Collision-Resistant No More: Hash-and-Sign Paradigm Revisited. Public Key Cryptography (2006)
Nathan Keller, Stephen D. Miller, Ilya Mironov, Ramarathnam Venkatesan
MV3: A new word based stream cipher using rapid mixing and revolving buffers. IACR Cryptol. ePrint Arch. 2006 (2006)
Dan Boneh, Ilya Mironov, Victor Shoup
A Secure Signature Scheme from Bilinear Maps. CT-RSA (2003)
Ilya Mironov
(Not So) Random Shuffles of RC4. CRYPTO (2002)
Ilya Mironov
(Not So) Random Shuffles of RC4. IACR Cryptol. ePrint Arch. 2002 (2002)
Philippe Golle, Stanislaw Jarecki, Ilya Mironov
Cryptographic Primitives Enforcing Communication and Storage Complexity. Financial Cryptography (2002)
Philippe Golle, Kevin Leyton-Brown, Ilya Mironov
Incentives for sharing in peer-to-peer networks. EC (2001)
Philippe Golle, Kevin Leyton-Brown, Ilya Mironov, Mark Lillibridge
Incentives for Sharing in Peer-to-Peer Networks. WELCOM (2001)
Philippe Golle, Ilya Mironov
Uncheatable Distributed Computations. CT-RSA (2001)
Ilya Mironov
Hash Functions: From Merkle-Damgård to Shoup. EUROCRYPT (2001)
Ilya Mironov
A Note on Cryptanalysis of the Preliminary Version of the NTRU Signature Scheme. IACR Cryptol. ePrint Arch. 2001 (2001)