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Ilia Shumailov

Google (United States)(US)

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114

Papers

1.4K

Citations

16

h-index

25

i10-index

Ilia Shumailov is an academic researcher from Google (United States). The author has contributed to research in topics: Adversarial Robustness in Machine Learning & Anomaly Detection Techniques and Applications & Topic Modeling. The author has an h-index of 16, co-authored 97 publications.

ORCID: 0000-0003-3100-0727

Research Topics

Adversarial Robustness in Machine Learning Anomaly Detection Techniques and Applications Topic Modeling Advanced Malware Detection Techniques Privacy-Preserving Technologies in Data

Papers by this author

works

AI models collapse when trained on recursively generated data

2024 · Nature · 465 citations

https://doi.org/10.1038/s41586-024-07566-y

Ilia Shumailov Zakhar Shumaylov Yiren Zhao Nicolas Papernot

Exploring the limits of strong membership inference attacks on large language models

2025 · arXiv (Cornell University) · 0 citations

https://doi.org/10.48550/arxiv.2505.18773

Jamie Hayes Ilia Shumailov Christopher A. Choquette-Choo Matthew Jagielski

Research topics

topics

Adversarial Robustness in Machine Learning

Anomaly Detection Techniques and Applications

Advanced Malware Detection Techniques

Privacy-Preserving Technologies in Data

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