Governed MCP implements kernel-level governance for MCP tool calls in AI agents through a 6-layer pipeline including ProbeLogits semantic verification, with an ablation showing F1 drop from 0.773 to 0.327 without it and structural prevention of userspace bypasses.
The Protection of Information in Computer Systems,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Governed MCP: Kernel-Level Tool Governance for AI Agents via Logit-Based Safety Primitives
Governed MCP implements kernel-level governance for MCP tool calls in AI agents through a 6-layer pipeline including ProbeLogits semantic verification, with an ablation showing F1 drop from 0.773 to 0.327 without it and structural prevention of userspace bypasses.