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Matt Fredrikson — most-cited papers & profile · Large Language Models
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Matt Fredrikson
5
papers ·
83
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0
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Most-cited papers
The Limitations of Deep Learning in Adversarial Settings
2015 · 72 citations
Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting
2017 · 11 citations
A Mixture of Linear Corrections Generates Secure Code
2025
A Mixture of Linear Corrections Generates Secure Code
2025
Faithful Explanations for Deep Graph Models
2022
Topics
Vulnerability Detection
Adversarial ML
LLM Security
Code Generation
Code Models
Bug Detection
Software Engineering
Privacy
GNN Architectures
Theory & Expressivity