Application Fuzzing by Scantist is a security testing solution designed to detect critical security issues in applications. It performs black box analysis on binaries without requiring source code access, targeting vulnerabilities such as stack-based and heap-based buffer overflows. The tool generates sample inputs to trigger vulnerabilities, aiding in verification and remediation efforts.