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backend-api-security — agentic threat model

9.9AIVSS 9.9 · Critical

This agent possesses a critical risk profile due to its direct authority to modify backend authentication, authorization, and security configurations. A compromise or prompt injection attack could result in the silent injection of backdoors or security bypasses directly into the application's trust boundary.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 9.8AARS uplift 0.12Factor sum 5.6/10Threat ×1.1Mitigation ×1.0
Autonomy of Action
0.70
Goal-Driven Planning
0.80
Self-Modification
0.20
Dynamic Tool Use
0.80
Persistent Memory
0.30
Contextual Awareness
0.80
Dynamic Identity
0.20
Multi-Agent Interactions
0.70
Non-Determinism
0.60
Opacity & Reflexivity
0.50

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — assumes Claude models via Claude Code. Threats include adversarial prompt injection causing the model to generate subtly flawed cryptographic or authorization logic.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — primarily reads local codebase files and auth configs rather than a dedicated vector database. Threats include local codebase poisoning where malicious pre-existing code misleads the agent's context.

L3 · Agent Frameworks✓ mapped

Operates as a Claude Code plugin orchestrating subagents. Threats include insecure tool integration where file-writing tools are manipulated to overwrite critical system files or inject malicious dependencies.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — runs within the developer's local environment or CI/CD pipeline. Threats include local host compromise or privilege escalation if the plugin executes arbitrary shell commands during code hardening.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no built-in evaluation or guardrails are specified. Threats include silent generation of insecure code or backdoors that bypass standard static analysis (SAST) tools.

L6 · Security & Compliance (cross-cutting)✓ mapped

Directly operates on the application's trust boundary (auth/authz, rate limiting). Threats include the accidental or malicious degradation of compliance controls, leading to broken object-level authorization (BOLA) or authentication bypasses.

L7 · Agent Ecosystem✓ mapped

Bundles multiple subagents for specific security tasks. Threats include cascading failures where an input validation subagent fails to catch a flaw introduced by an authz subagent, or trust abuse between the subagents.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).