Concepedia

Ilia Shumailov

IS

22

Publications

1.2K

Citations

15

H-Index

2017

Active since

Affiliations

University of Cambridge(Current)

Vector Institute

University of Toronto

University of Oxford

The Alan Turing Institute

Ilia Shumailov is an author at University of Cambridge specializing in engineering, computer science, and adversarial machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningAdversarial Machine LearningData SecurityData ScienceData PrivacyInformation ForensicsArtificial IntelligenceDeep Learning

Publications per year

2017–2024

22

Publications

22

AI models collapse when trained on recursively generated data

Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao et al. · Nature · 2024 · 420 citations · Full text

Public code for Model Collapse

Ilia Shumailov, Zakhar Shumaylov · arXiv (Cornell University) · 2023 · 149 citations · Full text

When the Curious Abandon Honesty: Federated Learning Is Not Private

Franziska Boenisch, Adam Dziedzic, Roei Schuster et al. · 2023 · 110 citations

Bad Characters: Imperceptible NLP Attacks

Nicholas Boucher, Ilia Shumailov, Ross Anderson et al. · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 78 citations · Full text

Natural Language Processing, Artificial Intelligence, Trustworthy Ai +14

Scalable watermarking for identifying large language model outputs

Sumanth Dathathri, Abigail See, Sumedh Ghaisas et al. · Nature · 2024 · 70 citations · Full text

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