MiniScope: Authorizing Agents with Least-Privilege Permissions
MiniScope is a framework designed to secure autonomous tool-calling agents by mechanically enforcing least-privilege principles. It achieves this by automatically constructing permission hierarchies over tool calls based on sensitivity and functionality, using an integer linear programming formulation to find the absolute minimum set of necessary permissions for any task. This provides rigorous security guarantees against agent misuse.