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Ilya Mironov — most-cited papers & profile · Cybersecurity
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Ilya Mironov
11
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Most-cited papers
Observational Auditing of Label Privacy
2025
BLIA: Detect model memorization in binary classification model through passive Label Inference attack
2025
Renyi Differential Privacy
2017
On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches
2017
Oblivious Stash Shuffle
2017
Scalable Private Learning with PATE
2018
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity
2018
Cryptanalytic Extraction of Neural Network Models
2020
Antipodes of Label Differential Privacy: PATE and ALIBI
2021
Opacus: User-Friendly Differential Privacy Library in PyTorch
2021
Defending against Reconstruction Attacks with Rényi Differential Privacy
2022
Top co-authors
Kunal Talwar
· 4
Igor Shilov
· 3
\'Ulfar Erlingsson
· 3
Alexandre Sablayrolles
· 2
Ananth Raghunathan
· 2
Karthik Prasad
· 2
Mani Malek
· 2
Nicolas Papernot
· 2
Abhradeep Thakurta
· 1
Akash Bharadwaj
· 1
Ashkan Yousefpour
· 1
Davide Testuggine
· 1
Topics
cs.LG
cs.CR
Privacy
Adversarial ML
Cryptography
cs.AI
stat.ML