Concepedia

Jamie Hayes

JH

18

Publications

1.5K

Citations

16

H-Index

2015

Active since

Affiliations

University College London(Current)

The Alan Turing Institute

Google (United States)

Google DeepMind (United Kingdom)

Jamie Hayes is an author at University College London specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceData SecurityInformation SecurityAdversarial Machine LearningData PrivacyArtificial IntelligenceDeep Learning

Publications per year

2015–2024

18

Publications

18

LOGAN: Membership Inference Attacks Against Generative Models

Jamie Hayes, Luca Melis, George Danezis et al. · Proceedings on Privacy Enhancing Technologies · 2018 · 406 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Generating Steganographic Images via Adversarial Training

Jamie Hayes, George Danezis · arXiv (Cornell University) · 2017 · 212 citations · Full text

On Visible Adversarial Perturbations & Digital Watermarking

Jamie Hayes · 2018 · 125 citations

Engineering, Machine Learning, Evasion Technique +17

Local and Central Differential Privacy for Robustness and Privacy in Federated Learning

Mohammad Naseri, Jamie Hayes, Emiliano De Cristofaro · 2022 · 125 citations · Full text

k-fingerprinting: a Robust Scalable Website Fingerprinting Technique

Jamie Hayes, George Danezis · arXiv (Cornell University) · 2015 · 94 citations · Full text

Engineering, Information Security, Biometrics +17

Rows per page

1–5 of 18