PDFuzzer combines LLM-based API specification and relationship inference with SMT solving to fuzz PDF JavaScript engines, finding 31 zero-day vulnerabilities and up to 48% higher coverage than prior tools.
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From Documentation to Zero-day Vulnerabilities: LLM-Driven Fuzzing of JavaScript Engines in PDF Readers
PDFuzzer combines LLM-based API specification and relationship inference with SMT solving to fuzz PDF JavaScript engines, finding 31 zero-day vulnerabilities and up to 48% higher coverage than prior tools.