Agents and tool use · MLD-0006
Access control
Rules and mechanisms governing which entities may access data or perform operations.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Restrict document retrieval by user authorization.
Original caveat
Model instructions are not sufficient security enforcement.
Context and aliases
Level: Intermediate. Stages: Inference · Deployment · Evaluation.
Tags: SLM · LLM · RL · Agents.
Aliases: None recorded.
Related concepts
Concepts linking here
Technology connections
- Firecracker — Lightweight virtual-machine monitor for microVMs.
- Flower — Federated learning framework.
- gVisor — Sandboxed container runtime with a user-space kernel boundary.
- Microsoft Presidio — Toolkit for detecting and anonymizing sensitive information.
- NVIDIA FLARE — Framework for federated learning and analytics.
- Opacus — Differentially private training library for PyTorch.
- Open Policy Agent — General-purpose policy engine.
- TensorFlow Privacy — Differential privacy tools for TensorFlow.
Original references
- Anthropic: Building effective agents ↗ · Reference link
- Model Context Protocol Python SDK: first steps ↗ · Consulted
- ReAct: Synergizing Reasoning and Acting in Language Models ↗ · Reference link
- Original reference URL ↗