ShadowProbe detects language-extensible algorithmic complexity vulnerabilities from hidden library costs via static screening, context recovery, LLM input synthesis, and measured runtime growth.
Static detection of dos vulnerabilities in programs that use regular expressions,
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ShadowProbe: Language-Extensible Detection of Hidden Algorithmic Complexity Vulnerabilities
ShadowProbe detects language-extensible algorithmic complexity vulnerabilities from hidden library costs via static screening, context recovery, LLM input synthesis, and measured runtime growth.