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Author

Shuai Wang

2 papers indexed here

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Open access Oct 2026

Function Calling as a Flexible LLM Defense Add-On: Capability and Application Exploration

Large language models (LLMs) exhibit impressive capabilities but are susceptible to adversarial attacks that induce harmful outputs. Although various defenses have been proposed, their practicality is restricted by substantial runtime overhead or degraded model helpfulness. Moreover, LLM applications typically have div...

Zhenlan Ji, Dao-Yuan Wu, Wen-Xuan Wang et al. · 0 citations
Book Open access Sep 2026

State-Aware Fuzzing of JavaScript Engines with LLM-Guided Instrumentation

The security of the modern web depends on the correctness of JavaScript (JS) engines, yet these complex systems remain vulnerable to high-impact bugs. A critical limitation of state-of-the-art fuzzers is the coverage plateau: once a fuzzer saturates the control-flow graph, edge coverage loses its ability to guide disco...

Wai-Kin Wong, Dong-Wei Xiao, Anthony Cheuk Tung Lai et al. · 0 citations

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