Session Risk Memory (SRM): Temporal Authorization for Deterministic Pre-Execution Safety Gates

1. 1Implement SRM as a module in existing pre-execution safety gates
2. 2Train SRM on a dataset of authorized and malicious trajectories
3. 3Integrate SRM with agent action evaluation to detect distributed attacks

AI engineers and security teams can benefit from SRM to improve the security of their agent-based systems, as it provides an additional layer of protection against complex attacks

💡 SRM provides a way to evaluate the risk of a sequence of actions, not just individual actions, to prevent complex attacks

🔒 Introducing SRM: a lightweight module that enhances safety gates with temporal authorization to detect distributed attacks