Scholar
Ilya Mironov
Google Scholar ID: hg3A9TgAAAAJ
Meta
privacy
cryptography
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Citations & Impact
All-time
Citations
18,254
H-index
32
i10-index
52
Publications
20
Co-authors
46
list available
Contact
Twitter
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GitHub
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Publications
3 items
LogAct: Enabling Agentic Reliability via Shared Logs
2026
Cited
0
Observational Auditing of Label Privacy
2025
Cited
0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack
2025
Cited
0
Resume (English only)
Academic Achievements
- Published research on Green Federated Learning
- Contributed to the development of Opacus, a PyTorch library for training deep learning models with differential privacy
Research Experience
- Currently working as a Research Scientist at Meta AI
- Worked at Google Brain (2015–2019)
- Worked at Microsoft Research Silicon Valley (2003–2014)
Education
Holds a Ph.D. in cryptography from Stanford University.
Background
Research interests include privacy-preserving machine learning, with a particular focus on differential privacy.
Co-authors
46 total
Kunal Talwar
Apple Inc
Co-author 2
Co-author 3
Co-author 4
Úlfar Erlingsson
Distinguished Engineer at Google Cloud
Co-author 6
H. Brendan McMahan
Research Scientist, Google Seattle
Ian Goodfellow
DeepMind
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