Bishop Fox Launches Open-Source Ranking Tool raink
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🌧️✨ Bishop Fox launches raink, a novel tool for LLM-based ranking. The cybersecurity firm Bishop Fox has introduced raink, a command-line tool that utilizes a unique listwise ranking algorithm to tackle complex ranking challenges, such as linking code diffs to security advisories. Initially presented at RVASec 2024, raink is designed to enhance vulnerability analysis by efficiently ranking items based on relevance. The tool employs a multi-pass, batch-processing approach to improve accuracy and reduce inconsistencies often encountered with traditional LLMs. Demonstrated applications include identifying security vulnerabilities in software patches, showcasing raink’s potential to streamline processes for security engineers. The tool is now open-sourced and available on GitHub for broader use in the cybersecurity community.
