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  • Evaluation splits
  • Probes
  • Your agent
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  • Offline RL datasets
  • Python vs JAX
  • Diagnostics
  • Difficulty and splits
  • Reproducibility
  • Belief-state graphs
  • Curriculum
  • Ray RLlib
  • Custom scenarios
  • Verification
  • PettingZoo and Gymnasium
  • SOC export (OCSF)

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Architecture

  • Tick loop
  • Dynamic topologies
  • OT/SCADA physics
  • Multi-modal obs
  • Zero-Trust Identity
  • Sim2Real Bridge
  • NLP-SIEM

Cyber

  • Cyber
  • Threat model
  • Red actions
  • Blue actions

API

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  • Environment API
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  • NLP encoder API
  • Sim2Real API

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Home Start Python Cyber Eval Architecture API GitHub

ReproducibilityΒΆ

Fixed seed replays obs, SIEM embeddings, infos, rewards. tests/parity/test_seeded_observation_replay.py + golden trajectory. Pin package + Arena version + config.

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Belief-state graphs
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Difficulty and splits
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