Security-gUided Reasoning and learnIng

university

https://henrygwb.github.io/lab.htm

https://github.com/ucsb-mlsec

AI & ML interests

Code LLMs, AI agents for security, Reasoning

Recent Activity

yuzhounie authored a paper about 1 month ago

VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection

yuzhounie updated a collection about 1 month ago

yuzhounie updated a collection about 1 month ago

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UCSB-SURFI 's datasets 20

UCSB-SURFI/Reduced-Distill-QwQ

Viewer • Updated Dec 17, 2025 • 8.48k • 25

UCSB-SURFI/Reduced-Distill-DeepSeek

Viewer • Updated Dec 17, 2025 • 8.73k • 31

UCSB-SURFI/Distill-QwQ

Viewer • Updated Dec 17, 2025 • 8.48k • 68

UCSB-SURFI/Distill-DeepSeek

Viewer • Updated Dec 17, 2025 • 8.78k • 56

UCSB-SURFI/VulnLLM-R-Train-Data

Viewer • Updated Dec 14, 2025 • 13k • 47 • 1

UCSB-SURFI/VulnLLM-R-Test-Data

Viewer • Updated Dec 14, 2025 • 19.6k • 101 • 1

UCSB-SURFI/SeCodePLT

Viewer • Updated Aug 11, 2025 • 10.6k • 180

UCSB-SURFI/Reduced-Distill-DeepSeek-Easy

Viewer • Updated Jun 5, 2025 • 5.1k • 3

UCSB-SURFI/Reduced-Distill-QwQ-Repo

Viewer • Updated Jun 5, 2025 • 683 • 15

UCSB-SURFI/Reduced-Distill-QwQ-Hard

Viewer • Updated Jun 5, 2025 • 2.72k • 5

UCSB-SURFI/Reduced-Distill-QwQ-Easy

Viewer • Updated Jun 5, 2025 • 5.07k • 12

UCSB-SURFI/Reduced-Distill-DeepSeek-Hard

Viewer • Updated Jun 5, 2025 • 2.91k • 4

UCSB-SURFI/Reduced-Distill-DeepSeek-Repo

Viewer • Updated Jun 5, 2025 • 723 • 4

UCSB-SURFI/Distill-QwQ-Easy

Viewer • Updated Apr 28, 2025 • 5.08k • 2

UCSB-SURFI/Distill-QwQ-Repo

Viewer • Updated Apr 28, 2025 • 683 • 3

UCSB-SURFI/Distill-DeepSeek-Repo

Viewer • Updated Apr 28, 2025 • 723 • 3

UCSB-SURFI/Distill-DeepSeek-Easy

Viewer • Updated Apr 28, 2025 • 5.14k • 3

UCSB-SURFI/Distill-DeepSeek-Hard

Viewer • Updated Apr 28, 2025 • 2.91k • 2

UCSB-SURFI/Distill-QwQ-Hard

Viewer • Updated Apr 28, 2025 • 2.72k • 2

UCSB-SURFI/Constitution

Viewer • Updated Apr 21, 2025 • 264 • 7