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Add SecLens benchmark #1811

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29 changes: 29 additions & 0 deletions data/tools/seclens.yml
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name: SecLens
categories:
- linter
tags:
- security
- python
- javascript
- go
- ruby
- rust
- java
- php
- c
- cpp
- csharp
license: MIT
types:
- cli
source: "https://github.com/mattersec-labs/seclens"
homepage: "https://github.com/mattersec-labs/seclens"
resources:
- title: "SecLens: Role-Specific Evaluation of LLMs for Security Vulnerability Detection"
url: https://arxiv.org/abs/2604.01637
description: >-
Benchmark for evaluating LLMs on security vulnerability detection
using real CVEs. Tests 12 frontier models across 406 CVE tasks
in 10 languages with 8 OWASP-aligned vulnerability categories.
Includes role-specific prompting (developer, auditor, pentester)
and structured scoring rubrics.
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