The 8-Pillar CISO Framework

You cannot secure what you cannot see.

Continuous inventory and scanning of all AI agents, IDE extensions, and MCP endpoints to kill shadow AI. Find exposed /mcp or /sse endpoints and dangerous 0.0.0.0 bindings before an attacker does. You cannot secure what you cannot see.

One enforcement point for all agent-to-tool traffic.

An MCP gateway proxies all agent-to-tool traffic, giving you a single enforcement point to allowlist servers, centralise access control, and inspect every call. Without it, each agent-tool connection is its own ungoverned trust boundary.

No plaintext creds; least privilege, just in time.

No plaintext credentials in .mcp.json or .env files. Use vault integration with runtime injection, progressive scope minimisation, and just-in-time elevation so an agent holds only the permissions it needs, only while it needs them.

Treat agent infra as a third-party dependency.

Treat agent infrastructure as a third-party dependency: version pinning, cryptographic integrity checks, and disabled auto-approval to defeat rug pulls, where a previously trusted tool silently turns malicious in a later update.

Inspect intent, not just syntax — and log it all.

Multi-layer detection — pattern filters, neural nets for semantic attacks, and LLM arbitration — combined with logging every tool call into the SIEM. Catch prompt injection and intent manipulation that signature-only defences miss.

Confine the blast radius to a single task.

Confine actions in declarative policy and run each task in microVM isolation that is destroyed after execution. Shrink the attack surface to the task at hand so a compromised agent cannot pivot into the wider environment.

Policy and audit that map to the regulators.

Update AI acceptable-use policies for agents with terminal access, and align data access with CISA guidance and SOC 2 / HIPAA / GDPR through immutable audit logs. Governance turns ad-hoc agent use into accountable, defensible operations.

Defend against harvest-now, decrypt-later.

Post-quantum end-to-end encryption and peer-to-peer paths that remove central points of failure. Defend against harvest-now, decrypt-later adversaries who capture today's encrypted agent traffic to break it once quantum capability arrives.