ELFuzz automatically evolves LLM-written input generators for large programs, outperforming grammar-based fuzzers in coverage and bug finding on seven benchmarks.
AFL trophy cases
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space
ELFuzz automatically evolves LLM-written input generators for large programs, outperforming grammar-based fuzzers in coverage and bug finding on seven benchmarks.