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Home/Authors/Danyu Sun

Danyu Sun

1 indexed paper

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

Publications per year

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Jinghuai Zhang1×
Yuan Tian1×
Zhou Li1×

Research Timeline

2026
HIDBench: Benchmarking Large Language Models for Host-Based Intrusion Detection

The paper introduces HIDBench, a new benchmark for evaluating LLMs' ability to perform host-based intrusion detection using complex, noisy system logs, finding that model performance degrades significantly with increased data complexity.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.LGRecentMay 20, 2026

HIDBench: Benchmarking Large Language Models for Host-Based Intrusion Detection

Danyu Sun, Jinghuai Zhang, Yuan Tian, Zhou Li

The paper introduces HIDBench, a new benchmark for evaluating LLMs' ability to perform host-based intrusion detection using complex, noisy system logs, finding that model performance degrades signific…

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