RL Safety Gate & Breach Impact Auditor

1. Incident Configuration

RL Training Pause: 14 Days OpenAI safety benchmark: 2-week freeze for deployment RL checkpoints.

Breach Vector

Revoke & Rotate Hub API Tokens Invalidates compromised credentials across all clusters

Retrain & Re-validate RL Checkpoints Rollback to pre-breach weights & re-run PPO alignment

Isolate Evaluation & Staging Clusters Air-gap reward model pipelines & inference staging

Hardware Security Module (HSM) Signing Multi-party cryptographic authorization for release

Air-gapped Reward Model Verification Deterministic evaluation against synthetic red-team benchmark

INITIAL RISK SCORE

88 / 100

POST-PAUSE RISK

14 / 100

CLEARED SAFETY GATES

5 / 5

EST. DELAY COST

336 hrs

Pipeline Stage

Compromised Node

Verified Safe / Air-Gapped

Export certified security & safety gate audit logs: