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

authored a paper 6 months ago

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 212

submitted a paper to Daily Papers 7 months ago

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 212

updated a model 7 months ago

UCSB-SURFI/TermiGen-32B

Text Generation • 1.12M • Updated Feb 10 • 20 • 4

authored a paper 9 months ago

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

Paper • 2512.07533 • Published Dec 8, 2025 • 4

updated a collection 9 months ago

VulnLLM-R

Data and model for VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection • 9 items • Updated Dec 17, 2025 • 9

updated a dataset 9 months ago

UCSB-SURFI/Reduced-Distill-QwQ

Viewer • Updated Dec 17, 2025 • 8.48k • 38

published a dataset 9 months ago

UCSB-SURFI/Reduced-Distill-QwQ

Viewer • Updated Dec 17, 2025 • 8.48k • 38

updated a dataset 9 months ago

UCSB-SURFI/Reduced-Distill-DeepSeek

Viewer • Updated Dec 17, 2025 • 8.73k • 34

authored 4 papers 11 months ago

SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI

Paper • 2410.11096 • Published Oct 14, 2024 • 13

Humanity's Last Exam

Paper • 2501.14249 • Published Jul 28 • 78

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Paper • 2505.23885 • Published May 29, 2025 • 1

AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents

Paper • 2505.05849 • Published May 9, 2025

authored 5 papers over 2 years ago

PromptBench: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Paper • 2306.04528 • Published Jun 7, 2023 • 3

A Survey on Evaluation of Large Language Models

Paper • 2307.03109 • Published Jul 6, 2023 • 43

Improving Generalization of Adversarial Training via Robust Critical Fine-Tuning

Paper • 2308.02533 • Published Aug 1, 2023

Large Language Models Understand and Can be Enhanced by Emotional Stimuli

Paper • 2307.11760 • Published Jul 14, 2023 • 1

DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks

Paper • 2309.17167 • Published Sep 29, 2023 • 1