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Home/Authors/Weikai Lin

Weikai Lin

1 indexed paper

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

Publications per year

1
26

Top categories

Crypto×1AI×1

Frequent co-authors

Bo Yan1×
Yada Zhu1×
Song Wang1×

Research Timeline

2026
SafeDream: Safety World Model for Proactive Early Jailbreak Detection

SAFEDREAM introduces a lightweight, external world-model framework that proactively detects multi-turn jailbreak attacks by modeling cumulative safety erosion and predicting early failure points.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.AIRecentApr 18, 2026

SafeDream: Safety World Model for Proactive Early Jailbreak Detection

Bo Yan, Weikai Lin, Yada Zhu, Song Wang

SAFEDREAM introduces a lightweight, external world-model framework that proactively detects multi-turn jailbreak attacks by modeling cumulative safety erosion and predicting early failure points.

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