libfuzzer

This skill enables Python fuzzing with Atheris to automatically discover vulnerabilities like crashes and memory errors in your code. It's ideal for developers building security testing into their workflow to uncover bugs through automated input generation. Use it when you need to harden Python applications against unexpected or malicious inputs.

This skill provides the LibAFL framework for building custom, advanced fuzzing campaigns to discover software vulnerabilities. It's designed for security testing scenarios where you need fine-grained control over fuzzer components like mutators, feedback, and schedulers. Use it when standard fuzzing tools are insufficient and you require a modular, library-based approach.

This skill enables Rust fuzzing using cargo-fuzz and libFuzzer for security testing and bug discovery. It's designed for developers writing Rust code who need to identify memory safety issues and other vulnerabilities through automated input generation. Use this skill when you need to integrate fuzzing into your Rust development workflow for enhanced code security.

This skill enables developers to use AddressSanitizer (ASan) to detect critical memory safety bugs like use-after-free and buffer overflows in C/C++ code. It's a security-focused tool for identifying memory leaks and other runtime errors during testing. Use it for in-depth memory error detection as part of a comprehensive security testing workflow.