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Ilia Shumailov

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Ilia Shumailov is an academic researcher. The author has contributed to research in topics: Software Engineering Research & Software Testing and Debugging Techniques & Security and Verification in Computing.

Research Topics

Software Engineering Research Software Testing and Debugging Techniques Security and Verification in Computing

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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

Research topics

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Software Engineering Research

Software Testing and Debugging Techniques

Security and Verification in Computing

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