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Matt Fredrikson — most-cited papers & profile · Cybersecurity
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Matt Fredrikson
7
papers ·
83
citations ·
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 New Framework for Cybersecurity Refusals in AI Agents
2026
A Mixture of Linear Corrections Generates Secure Code
2025
Top co-authors
Somesh Jha
· 2
Corina S. Pasareanu
· 1
Eliot Krzysztof Jones
· 1
J Zico Kolter
· 1
Nicolas Papernot
· 1
Ravi Mangal
· 1
Terry Zhuo
· 1
Weichen Yu
· 1
Topics
Adversarial ML
LLM Security
Vulnerability Detection
Network Security
Privacy