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Andrew Trask — most-cited papers & profile · Cybersecurity
← authors
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overview
Andrew Trask
7
papers ·
2532
citations ·
14
h-index
Google (United States) · Open Society Foundations · Google DeepMind (United Kingdom)
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Most-cited papers
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy
2020
DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?
2021
Sensitivity analysis in differentially private machine learning using hybrid automatic differentiation
2021
An automatic differentiation system for the age of differential privacy
2021
Towards General-purpose Infrastructure for Protecting Scientific Data Under Study
2021
Exploring the Relevance of Data Privacy-Enhancing Technologies for AI Governance Use Cases
2023
Top co-authors
Kritika Prakash
· 3
Alexander Ziller
· 2
Daniel Rueckert
· 2
Dmitrii Usynin
· 2
Fatemehsadat Mireshghallah
· 2
Georgios Kaissis
· 2
Moritz Knolle
· 2
Sahib Singh
· 2
Archit Uniyal
· 1
Ben Garfinkel
· 1
Emma Bluemke
· 1
Marcus Makowski
· 1
Topics
cs.CR
cs.LG
cs.AI
Privacy
Adversarial ML
cs.SC