Ilia Shumailov - Concepedia

Author

Ilia Shumailov

University of Cambridge ORCID

Also Known As

Ilia Shumailov, Shumailov, Ilia, Triantafillou, Eleni

114

Publications

1.3K

Citations

H-Index

Concepts

All Affiliations

University of Cambridge Vector Institute University of Toronto University of Oxford The Alan Turing Institute

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	13	337
2	Arts	3	3	61
3	Business	1	1	31
4	Education	1	1	24
5	Language Studies	1	1	78

Ilia Shumailov

Publications

1.2K

Citations

H-Index

Page 1

	Year	Citations
AI models collapse when trained on recursively generated data Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, Nature	2024	420
Public code for Model Collapse Ilia Shumailov, Zakhar Shumaylov arXiv (Cornell University)	2023	149
When the Curious Abandon Honesty: Federated Learning Is Not Private Franziska Boenisch, Adam Dziedzic, Roei Schuster,	2023	110
Bad Characters: Imperceptible NLP Attacks Nicholas Boucher, Ilia Shumailov, Ross Anderson, 2022 IEEE Symposium on Security and Privacy (SP) Natural Language ProcessingArtificial IntelligenceTrustworthy AiEngineeringMachine Learning	2022	78
Scalable watermarking for identifying large language model outputs Sumanth Dathathri, Abigail See, Sumedh Ghaisas, Nature	2024	70
Turning Up the Dial Anh V. Vu, Jack Hughes, Ildikó Pete, EngineeringInformation SecurityCyber CrimeCryptocurrencyFintech	2020	39
Hearing your touch: A new acoustic side channel on smartphones Ilia Shumailov, Laurent Simon, Jeff Yan, arXiv (Cornell University) MusicMobile SecurityEngineeringMobile InteractionInformation Security	2019	32
Mapping the Underground: Supervised Discovery of Cybercrime Supply Chains Rasika Bhalerao, Maxwell Aliapoulios, Ilia Shumailov, Abuse DetectionEngineeringBusiness IntelligenceExtracted Supply ChainsInformation Forensics	2019	31
Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information Yiren Zhao, Ilia Shumailov, Han Cui, Artificial IntelligenceReward HackingEngineeringMachine LearningData Science	2020	26
Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation Franziska Boenisch, Adam Dziedzic, Roei Schuster,	2023	25

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