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Home/Authors/Timothy Kurniawan

Timothy Kurniawan

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
Benchmarked
0

Publications per year

1
26

Top categories

Crypto×1Multiagent×1

Frequent co-authors

Andrew Hamara1×
Dwight Horne1×
Aldehir Rojas1×
Sophie Lamothe1×
Vishal Suresh1×
Nicholas Turoci1×

Research Timeline

2026
SHIELDS: Automating OS Hardening with Iterative Multi-Agent Remediation

SHIELDS is a multi-agent system that uses LLMs to automate OS hardening by iteratively proposing and refining fixes based on real-time system feedback, achieving up to 73% remediation success.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.MARecentJun 3, 2026

SHIELDS: Automating OS Hardening with Iterative Multi-Agent Remediation

Andrew Hamara, Dwight Horne, Aldehir Rojas, Timothy Kurniawan +4 more

SHIELDS is a multi-agent system that uses LLMs to automate OS hardening by iteratively proposing and refining fixes based on real-time system feedback, achieving up to 73% remediation success.

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