Environments · Agent & Deployment Security

ChainbreakerArena

Ready

Self-play where the attacker gets harder as the defender improves.

A self-play arena where the attacker's reward inverts on defender quality, so training pressure tracks real robustness instead of a fixed test set. The attacker adapts, converging on whichever channel the current defender is weakest against.

Statement of Units · 3
unitbanding
  1. Single-channel attackertrainer

    Baseline adaptive opponent with a session scoreboard.

  2. Adaptive channel selectiontrainer

    Bandit-driven search that finds the current weakest surface.

  3. Persistent campaigntrainer

    Cross-session memory, modelling a patient adversary rather than a one-shot probe.

Request a scoped evaluation. Exclusive licensing available where wanted.

john@authensor.com

Owner of record: Authensor, Inc. (Delaware). Owned clean, deterministic verifiers, sealed holdouts, offline. Never open-sourced.