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Joshua Saxe — most-cited papers & profile · Cybersecurity
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overview
Joshua Saxe
9
papers ·
872
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features
2015 · 680 citations
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys
2017 · 102 citations
A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content
2018 · 33 citations
Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models
2023 · 19 citations
CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models
2024 · 9 citations
CYBERSECEVAL 3: Advancing the Evaluation of Cybersecurity Risks and Capabilities in Large Language Models
2024 · 8 citations
LlamaFirewall: An open source guardrail system for building secure AI agents
2025 · 1 citations
Improving Zero-Day Malware Testing Methodology Using Statistically Significant Time-Lagged Test Samples
2016 · 1 citations
Top co-authors
Cyrus Nikolaidis
· 4
Daniel Song
· 4
Sahana Chennabasappa
· 4
Shengye Wan
· 4
Spencer Whitman
· 4
David Molnar
· 3
Konstantin Berlin
· 3
Manish Bhatt
· 3
Cornelius Aschermann
· 2
Dhaval Kapil
· 2
Dominik Gabi
· 2
Faizan Ahmad
· 2
Topics
Vulnerability Detection
LLM Security
Adversarial ML
Threat Intelligence
Malware Detection
Network Security
Anomaly Detection