Kimberly Milner
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
capture the flag
(2)
offensive security
(2)
benchmark dataset
(1)
language model agent
(1)
vulnerability detection
(1)
llm agent
(1)
adversarial evaluation
(1)
binary exploitation
(1)
security vulnerabilities
(1)
large language model
(1)
cybersecurity benchmark
(1)
capture the flag challenges
(1)
debugger
(1)
interactive terminal programs
(1)
benchmark evaluation
(1)
server connection tool
(1)
hyperparameter tuning
(1)
Papers
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark
AAAI 2026
EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
ICML 2025
NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
NeurIPS 2024