Fuzz4All -- the first fuzzer that can universally target many input languages and features of these languages. The key idea behind Fuzz4All is to leverage large language models (LLMs) as an …

Mar 15, 2016 · AFL has two types of fuzzing strategies, one that is deterministic and one that is random and chaotic. When starting afl-fuzz instances, you can specify which type of strategy you would like that fuzz instance to follow.

Our experiments show that using human-written fuzz targets (even though for different functions) from the same project can give more project-specific context to LLM, while using targets from a different project reduces over-fitting. Each example consists of a problem and a solution.

A generated corpus, seed, and target for a fuzz job - brandonprry/yaml-fuzz

You need to create an experiment configuration yaml file. This file contains the configuration parameters for experiments that do not change very often. Below is an example configuration file with explanations of each required parameter.

Before you can start setting up your new project for fuzzing, you must do the following: Integrate one or more fuzz targets with the project you want to fuzz. For examples, see boringssl or SQLite (C/C++), go-fuzz or syzkaller (Go). Install Docker (Googlers …

The process of integrating a project written in Rust with OSS-Fuzz is very similar to the general Setting up a new project process. The key specifics of integrating a Rust project are outlined below.

Dec 3, 2024 · We chose to fuzz the YAML::Load() function which took a string as input for parsing rather than the outdated parsing method of using YAML::Parser. For the corpus, we created our own set of YAML files and also used the yaml-test-suite.

Feb 16, 2022 · To integrate the sample library into OSS-Fuzz, you must create three files: project.yaml, Dockerfile, and build.sh. These are the required components to create a project folder on OSS-Fuzz (see this Kubernetes integration as a detailed example.)

The auto_detector command generates a YAML file called fuzz.yaml which contains descriptions for three types of artifacts: topics, services, and action servers.