MultiFuzz: a Dense Retrieval-Based Multi-Agent System for Network Protocol Fuzzing

Traditional protocol fuzzing techniques, such as those employed by AFL-based systems, often lack effectiveness due to a limited semantic understanding of complex protocol grammars and rigid seed mutation strategies. Recent works, such as ChatAFL, have integrated Large Language Models LLMs to guid...

aflnet

It is an offensive tool for network protocols. The primary CVE ID is not explicitly stated in the provided context, but the tool is mentioned in a research paper that was accepted for publication at the IEEE International Conference on Software Testing, Verification and Validation ICST 2020. The...

aflnet

It is an offensive tool for Network protocols. The repository contains a greybox fuzzer for protocol implementations, named AFLNet. It takes a mutational approach and uses state-feedback, in addition to code-coverage feedback, to guide the fuzzing process. AFLNet is seeded with a corpus of record...