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AI CURATED HOT STORY · 11/3/2026

CWE-bench v2 Released with Open Source Cybersecurity Agent Benchmarks

1 reports archived1 independent sourcesupdated 11/3/2026, 08:00:00
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Collinear AI has released CWE-bench v2, featuring a public set of 100 cybersecurity agent tasks based on real open-source repositories. Beyond evaluating frontier models' defensive capabilities, the environments are tagged for reinforcement learning (RL), enabling developers to use these tasks directly to train autonomous defensive agents.

LATEST/Collinear AI has released CWE-bench v2, featuring a public set of 100 cybersecurity agent tasks based on real open-source repositories. Beyond evaluating frontier models' defensive capabilities, the environments are tagged for reinforcement learning (RL), enabling developers to use these tasks directly to train autonomous defensive agents.

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Total 1 reports · Latest first
  1. Hugging Face BlogT1·68 pts

    CWE-bench v2 Released with Open Source Cybersecurity Agent Benchmarks

    • CWE-bench v2 offers 100 public evaluation tasks based on real codebases to test frontier cyber defense capabilities.
    • All task environments are tagged as `rl-environment`, serving directly as reward signals for training defensive agents.
    • The evaluation workflow is standardized, requiring agents to operate Git and handle security vulnerabilities in open-source repositories given specific instructions.
CWE-bench v2 Released with Open Source Cybersecurity Agent Benchmarks | Today for AI