works on
directed fuzzing 1large language models 1seed generation 1static analysis 1vulnerability detection 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CR2026

SeedSmith: LLM-Driven Seed Synthesis for Directed Fuzzing

Junmin Zhu, Siyu Liu, Jie Hu +7

The paper introduces SeedSmith, an LLM‑driven pipeline that automatically creates input seeds targeting specific sink functions and crash preconditions, improving the effectiveness…