Risk · R-052 · Agentic & Autonomous Systems

Agentic supply chain compromise

Tools, skills, connectors or sub-agents loaded at run time are malicious, tampered with or silently changed, giving an outside party a route into the agent's actions and data.

Severity
High
Audience
Heads-of · Practitioner
Frameworks
AML.T0110 · AML.T0115.002 · AST01 · AST02
Reviewed
2026-11-10

What it is

Agents assemble their capabilities when they run: tool definitions, skill packages, connectors to other systems, and sometimes other agents, often fetched from a registry. Each is a dependency that can be hostile from the start, altered after it was approved, or described in a way that misleads the agent about what it does. This differs from the LLM application supply chain, which concerns models, data and libraries fixed at build time.

How it happens

  • A skill published to a public registry contains hidden instructions or code.
  • A tool's description is written to make the agent prefer it, or to misstate what it does.
  • A component that was reviewed is later updated by its publisher, and the update is loaded without review.
  • A look-alike name leads the agent, or the developer, to the wrong package.

Why it matters

A loaded component sits inside the agent's trust boundary. It sees what the agent sees and can act through the agent's permissions. Conventional software checks do not read natural-language tool descriptions for hostile intent.

Warning signs

  • Agents can load components from sources no one approved.
  • No inventory lists the tools and skills each agent uses.
  • Component versions are not pinned.
  • A tool's behaviour changes with no release on the organisation's side.

Who owns it

The owner of third-party risk sets the vetting standard. Engineering maintains the approved list and the pinning. Security reviews components before approval.

In practice

A team adds a community connector so that an agent can read a shared calendar. A later version of the connector also forwards meeting contents to an external address. Nobody had fixed the version. The same pattern generalises to any component an agent loads by name from a source the organisation does not control.

Mitigating controls

Primary controls

Agent tool and skill vetting Preventive
Reviews and approves tools, skills and connectors before an agent may load them. Tools, skills and connectors are reviewed, scanned and approved before an agent may load them, are loaded only from approved sources, and are re-reviewed when they change.

Supporting controls

Agent sandboxing and isolation Preventive
Limits what a compromised component can do. Code execution and tool use by agents run in isolated environments with restricted network, file and system access, so that a failure is contained where it occurs.
AI bill of materials Detective
Records which external components each agent uses. The models, datasets, libraries, tools and hosted components that make up each AI system are recorded and checked against known vulnerabilities, licence terms and supplier changes.
Model artifact signing and integrity verification Preventive
Detects a component changed after approval. Approved model artefacts are cryptographically signed at validation, and the signature is verified before an artefact is loaded anywhere in production.

Framework and clause references

FrameworkClauseTitle
MITRE ATLASAML.T0110AI Agent Tool Poisoning Tool poisoning.
MITRE ATLASAML.T0115.002Publish Poisoned AI Artifacts: AI Agent Tools Publication of a poisoned tool.
OWASP Agentic Skills Top 10AST01Malicious Skills Malicious skills.
OWASP Agentic Skills Top 10AST02Supply Chain Compromise Supply chain compromise.
OWASP Agentic Skills Top 10AST04Insecure Metadata Skill metadata that misdescribes what the skill does.
OWASP Top 10 for Agentic ApplicationsASI04Agentic Supply Chain Vulnerabilities The entry this risk is named for.

Sources

MITRE ATLAS MITRE · framework

Related terms

How to cite

Axiom Verity (2026). Agentic supply chain compromise. Reference Library, R-052. https://axiom-verity.com/risks/agentic-supply-chain-compromise. Reviewed 2026-11-10.