BLIA: Detect model memorization in binary classification model through passive Label Inference attack - Mohammad Wahiduzzaman Khan; Sheng Chen; Ilya Mironov; Leizhen Zhang; Rabib Noor (CoRR, 2025)

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)

Defending against Reconstruction Attacks with Rényi Differential Privacy - Pierre Stock; Igor Shilov; Ilya Mironov; Alexandre Sablayrolles (CoRR, 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)

Reconciling Security and Communication Efficiency in Federated Learning - Karthik Prasad; Sayan Ghosh; Graham Cormode; Ilya Mironov; Ashkan Yousefpour; Pierre Stock (CoRR, 2022)

Antipodes of Label Differential Privacy: PATE and ALIBI - Mani Malek Esmaeili; Ilya Mironov; Karthik Prasad; Igor Shilov; Florian Tramèr (Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual, 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; Ilya Mironov; Karthik Prasad; Igor Shilov; Florian Tramèr (CoRR, 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)

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)

Cryptanalytic Extraction of Neural Network Models - Nicholas Carlini; Matthew Jagielski; Ilya Mironov (Advances in Cryptology - CRYPTO 2020 - 40th Annual International Cryptology Conference, CRYPTO 2020, Santa Barbara, CA, USA, August 17-21, 2020, Proceedings, Part III, 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 (CoRR, 2020)

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, SODA 2019, San Diego, California, USA, January 6-9, 2019, 2019)

Privacy-preserving Data Mining in Industry - Krishnaram Kenthapadi; Ilya Mironov; Abhradeep Guha Thakurta (Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019, 2019)

Privacy-preserving Data Mining in Industry - Krishnaram Kenthapadi; Ilya Mironov; Abhradeep Thakurta (Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019, 2019)

That which we call private - Úlfar Erlingsson; Ilya Mironov; Ananth Raghunathan; Shuang Song (CoRR, 2019)

Rényi Differential Privacy of the Sampled Gaussian Mechanism - Ilya Mironov; Kunal Talwar; Li Zhang (CoRR, 2019)

Incremental Deterministic Public-Key Encryption - Ilya Mironov; Omkant Pandey; Omer Reingold; Gil Segev (J. Cryptol., 2018)

Privacy Amplification by Iteration - Vitaly Feldman; Ilya Mironov; Kunal Talwar; Abhradeep Thakurta (59th IEEE Annual Symposium on Foundations of Computer Science, FOCS 2018, Paris, France, October 7-9, 2018, 2018)

Scalable Private Learning with PATE - Nicolas Papernot; Shuang Song; Ilya Mironov; Ananth Raghunathan; Kunal Talwar; Úlfar Erlingsson (6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings, 2018)

Scalable Private Learning with PATE - Nicolas Papernot; Shuang Song; Ilya Mironov; Ananth Raghunathan; Kunal Talwar; Úlfar Erlingsson (CoRR, 2018)

Privacy Amplification by Iteration - Vitaly Feldman; Ilya Mironov; Kunal Talwar; Abhradeep Thakurta (CoRR, 2018)

Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity - Úlfar Erlingsson; Vitaly Feldman; Ilya Mironov; Ananth Raghunathan; Kunal Talwar; Abhradeep Thakurta (CoRR, 2018)

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 (30th IEEE Computer Security Foundations Symposium, CSF 2017, Santa Barbara, CA, USA, August 21-25, 2017, 2017)

Rényi Differential Privacy - Ilya Mironov (30th IEEE Computer Security Foundations Symposium, CSF 2017, Santa Barbara, CA, USA, August 21-25, 2017, 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, Shanghai, China, October 28-31, 2017, 2017)

Strengthening the Security of Encrypted Databases: Non-transitive JOINs - Ilya Mironov; Gil Segev; Ido Shahaf (Theory of Cryptography - 15th International Conference, TCC 2017, Baltimore, MD, USA, November 12-15, 2017, Proceedings, Part II, 2017)

Renyi Differential Privacy - Ilya Mironov (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)

Oblivious Stash Shuffle - Petros Maniatis; Ilya Mironov; Kunal Talwar (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 (CoRR, 2017)

Strengthening the Security of Encrypted Databases: Non-Transitive JOINs - Ilya Mironov; Gil Segev; Ido Shahaf (IACR Cryptol. ePrint Arch., 2017)

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, Vienna, Austria, October 24-28, 2016, 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 (Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, Vienna, Austria, October 24-28, 2016, 2016)

Message Transmission with Reverse Firewalls - Secure Communication on Corrupted Machines - Yevgeniy Dodis; Ilya Mironov; Noah Stephens-Davidowitz (Advances in Cryptology - CRYPTO 2016 - 36th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 14-18, 2016, Proceedings, Part I, 2016)

Do Distributed Differentially-Private Protocols Require Oblivious Transfer? - Vipul Goyal; Dakshita Khurana; Ilya Mironov; Omkant Pandey; Amit Sahai (43rd International Colloquium on Automata, Languages, and Programming, ICALP 2016, July 11-15, 2016, Rome, Italy, 2016)

Deep Learning with Differential Privacy - Martín Abadi; Andy Chu; Ian J. Goodfellow; H. Brendan McMahan; Ilya Mironov; Kunal Talwar; Li Zhang (CoRR, 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)

Hosting Services on an Untrusted Cloud - Dan Boneh; Divya Gupta; Ilya Mironov; Amit Sahai (Advances in Cryptology - EUROCRYPT 2015 - 34th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Sofia, Bulgaria, April 26-30, 2015, Proceedings, Part II, 2015)

Cryptographic Reverse Firewalls - Ilya Mironov; Noah Stephens-Davidowitz (Advances in Cryptology - EUROCRYPT 2015 - 34th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Sofia, Bulgaria, April 26-30, 2015, Proceedings, Part II, 2015)

Message-Locked Encryption for Lock-Dependent Messages - Martín Abadi; Dan Boneh; Ilya Mironov; Ananth Raghunathan; Gil Segev (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)

Do Distributed Differentially-Private Protocols Require Oblivious Transfer? - Vipul Goyal; Dakshita Khurana; Ilya Mironov; Omkant Pandey; Amit Sahai (IACR Cryptol. ePrint Arch., 2015)

Web PKI: Closing the Gap between Guidelines and Practices - Antoine Delignat-Lavaud; Martín Abadi; Andrew Birrell; Ilya Mironov; Ted Wobber; Yinglian Xie (21st Annual Network and Distributed System Security Symposium, NDSS 2014, San Diego, California, USA, February 23-26, 2014, 2014)

Cryptographic Reverse Firewalls - Ilya Mironov; Noah Stephens-Davidowitz (IACR Cryptol. ePrint Arch., 2014)

Privacy via the Johnson-Lindenstrauss Transform - Krishnaram Kenthapadi; Aleksandra Korolova; Ilya Mironov; Nina Mishra (J. Priv. Confidentiality, 2013)

Accuracy-Privacy Tradeoffs for Two-Party Differentially Private Protocols - Vipul Goyal; Ilya Mironov; Omkant Pandey; Amit Sahai (Advances in Cryptology - CRYPTO 2013 - 33rd Annual Cryptology Conference, Santa Barbara, CA, USA, August 18-22, 2013. Proceedings, Part I, 2013)

Message-Locked Encryption for Lock-Dependent Messages - Martín Abadi; Dan Boneh; Ilya Mironov; Ananth Raghunathan; Gil Segev (Advances in Cryptology - CRYPTO 2013 - 33rd Annual Cryptology Conference, Santa Barbara, CA, USA, August 18-22, 2013. Proceedings, Part I, 2013)

Global Authentication in an Untrustworthy World - Martín Abadi; Andrew Birrell; Ilya Mironov; Ted Wobber; Yinglian Xie (14th Workshop on Hot Topics in Operating Systems, HotOS XIV, Santa Ana Pueblo, New Mexico, USA, May 13-15, 2013, 2013)

On significance of the least significant bits for differential privacy - Ilya Mironov (the ACM Conference on Computer and Communications Security, CCS'12, Raleigh, NC, USA, October 16-18, 2012, 2012)

Differential Privacy with Imperfect Randomness - Yevgeniy Dodis; Adriana López-Alt; Ilya Mironov; Salil P. Vadhan (Advances in Cryptology - CRYPTO 2012 - 32nd Annual Cryptology Conference, Santa Barbara, CA, USA, August 19-23, 2012. Proceedings, 2012)

Incremental Deterministic Public-Key Encryption - Ilya Mironov; Omkant Pandey; Omer Reingold; Gil Segev (Advances in Cryptology - EUROCRYPT 2012 - 31st Annual International Conference on the Theory and Applications of Cryptographic Techniques, Cambridge, UK, April 15-19, 2012. Proceedings, 2012)

Differential privacy as a protocol constraint - Ilya Mironov (2012 IEEE Information Theory Workshop, Lausanne, Switzerland, September 3-7, 2012, 2012)

Privacy via the Johnson-Lindenstrauss Transform - Krishnaram Kenthapadi; Aleksandra Korolova; Ilya Mironov; Nina Mishra (CoRR, 2012)

Incremental Deterministic Public-Key Encryption - Ilya Mironov; Omkant Pandey; Omer Reingold; Gil Segev (IACR Cryptol. ePrint Arch., 2012)

Differential Privacy with Imperfect Randomness - Yevgeniy Dodis; Adriana López-Alt; Ilya Mironov; Salil P. Vadhan (IACR Cryptol. ePrint Arch., 2012)

Sketching in Adversarial Environments - Ilya Mironov; Moni Naor; Gil Segev (SIAM J. Comput., 2011)

Publicly Verifiable Secret Sharing for Cloud-Based Key Management - Roy D'Souza; David Jao; Ilya Mironov; Omkant Pandey (Progress in Cryptology - INDOCRYPT 2011 - 12th International Conference on Cryptology in India, Chennai, India, December 11-14, 2011. Proceedings, 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)

The Limits of Two-Party Differential Privacy - Andrew McGregor; Ilya Mironov; Toniann Pitassi; Omer Reingold; Kunal Talwar; Salil P. Vadhan (51th Annual IEEE Symposium on Foundations of Computer Science, FOCS 2010, Las Vegas, Nevada, USA, October 23-26, 2010, 2010)

Domain Extension for Enhanced Target Collision-Resistant Hash Functions - Ilya Mironov (Fast Software Encryption, 17th International Workshop, FSE 2010, Seoul, Korea, February 7-10, 2010, Revised Selected Papers, 2010)

Computational Differential Privacy - Ilya Mironov; Omkant Pandey; Omer Reingold; Salil P. Vadhan (Advances in Cryptology - CRYPTO 2009, 29th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 16-20, 2009. Proceedings, 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 - July 1, 2009, 2009)

Data Collection with Self-Enforcing Privacy - Philippe Golle; Frank McSherry; Ilya Mironov (ACM Trans. Inf. Syst. Secur., 2008)

Sketching in adversarial environments - Ilya Mironov; Moni Naor; Gil Segev (Proceedings of the 40th Annual ACM Symposium on Theory of Computing, Victoria, British Columbia, Canada, May 17-20, 2008, 2008)

MV3: A New Word Based Stream Cipher Using Rapid Mixing and Revolving Buffers - Nathan Keller; Stephen D. Miller; Ilya Mironov; Ramarathnam Venkatesan (Topics in Cryptology - CT-RSA 2007, The Cryptographers' Track at the RSA Conference 2007, San Francisco, CA, USA, February 5-9, 2007, Proceedings, 2007)

Hard Instances of the Constrained Discrete Logarithm Problem - Ilya Mironov; Anton Mityagin; Kobbi Nissim (Algorithmic Number Theory, 7th International Symposium, ANTS-VII, Berlin, Germany, July 23-28, 2006, Proceedings, 2006)

Data collection with self-enforcing privacy - Philippe Golle; Frank McSherry; Ilya Mironov (Proceedings of the 13th ACM Conference on Computer and Communications Security, CCS 2006, Alexandria, VA, USA, October 30 - November 3, 2006, 2006)

Cache-Collision Timing Attacks Against AES - Joseph Bonneau; Ilya Mironov (Cryptographic Hardware and Embedded Systems - CHES 2006, 8th International Workshop, Yokohama, Japan, October 10-13, 2006, Proceedings, 2006)

Our Data, Ourselves: Privacy Via Distributed Noise Generation - Cynthia Dwork; Krishnaram Kenthapadi; Frank McSherry; Ilya Mironov; Moni Naor (Advances in Cryptology - EUROCRYPT 2006, 25th Annual International Conference on the Theory and Applications of Cryptographic Techniques, St. Petersburg, Russia, May 28 - June 1, 2006, Proceedings, 2006)

Collision-Resistant No More: Hash-and-Sign Paradigm Revisited - Ilya Mironov (Public Key Cryptography - PKC 2006, 9th International Conference on Theory and Practice of Public-Key Cryptography, New York, NY, USA, April 24-26, 2006, Proceedings, 2006)

Applications of SAT Solvers to Cryptanalysis of Hash Functions - Ilya Mironov; Lintao Zhang (Theory and Applications of Satisfiability Testing - SAT 2006, 9th International Conference, Seattle, WA, USA, August 12-15, 2006, Proceedings, 2006)

MV3: A new word based stream cipher using rapid mixing and revolving buffers - Nathan Keller; Stephen D. Miller; Ilya Mironov; Ramarathnam Venkatesan (CoRR, 2006)

Hard Instances of the Constrained Discrete Logarithm Problem - Ilya Mironov; Anton Mityagin; Kobbi Nissim (CoRR, 2006)

Hard Instances of the Constrained Discrete Logarithm Problem - Ilya Mironov; Anton Mityagin; Kobbi Nissim (IACR Cryptol. ePrint Arch., 2006)

Applications of SAT Solvers to Cryptanalysis of Hash Functions - Ilya Mironov; Lintao Zhang (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)

Application of analysis of algorithms in cryptography - Ilya Mironov (Stanford University, USA, 2004)

A Secure Signature Scheme from Bilinear Maps - Dan Boneh; Ilya Mironov; Victor Shoup (Topics in Cryptology - CT-RSA 2003, The Cryptographers' Track at the RSA Conference 2003, San Francisco, CA, USA, April 13-17, 2003, Proceedings, 2003)

(Not So) Random Shuffles of RC4 - Ilya Mironov (Advances in Cryptology - CRYPTO 2002, 22nd Annual International Cryptology Conference, Santa Barbara, California, USA, August 18-22, 2002, Proceedings, 2002)

Cryptographic Primitives Enforcing Communication and Storage Complexity - Philippe Golle; Stanislaw Jarecki; Ilya Mironov (Financial Cryptography, 6th International Conference, FC 2002, Southampton, Bermuda, March 11-14, 2002, Revised Papers, 2002)

(Not So) Random Shuffles of RC4 - Ilya Mironov (IACR Cryptol. ePrint Arch., 2002)

Uncheatable Distributed Computations - Philippe Golle; Ilya Mironov (Topics in Cryptology - CT-RSA 2001, The Cryptographer's Track at RSA Conference 2001, San Francisco, CA, USA, April 8-12, 2001, Proceedings, 2001)

Hash Functions: From Merkle-Damgård to Shoup - Ilya Mironov (Advances in Cryptology - EUROCRYPT 2001, International Conference on the Theory and Application of Cryptographic Techniques, Innsbruck, Austria, May 6-10, 2001, Proceeding, 2001)

Incentives for sharing in peer-to-peer networks - Philippe Golle; Kevin Leyton-Brown; Ilya Mironov (Proceedings 3rd ACM Conference on Electronic Commerce (EC-2001), Tampa, Florida, USA, October 14-17, 2001, 2001)

Incentives for Sharing in Peer-to-Peer Networks - Philippe Golle; Kevin Leyton-Brown; Ilya Mironov; Mark Lillibridge (Electronic Commerce, Second International Workshop, WELCOM 2001 Heidelberg, Germany, November 16-17, 2001, Proceedings, 2001)

A Note on Cryptanalysis of the Preliminary Version of the NTRU Signature Scheme - Ilya Mironov (IACR Cryptol. ePrint Arch., 2001)