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TenantCircle — agentic threat model

6.5AIVSS 6.5 · Medium

TenantCircle is a low-autonomy, workflow-oriented inspection assistant with low agentic risk, primarily presenting data privacy and integrity risks related to tenant PII and automated property damage reports.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 5.8AARS uplift 0.71Factor sum 1.7/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.20
Goal-Driven Planning
0.20
Self-Modification
0.00
Dynamic Tool Use
0.10
Persistent Memory
0.30
Contextual Awareness
0.40
Dynamic Identity
0.00
Multi-Agent Interactions
0.00
Non-Determinism
0.30
Opacity & Reflexivity
0.20

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 — likely utilizes a commercial vision-language model to analyze photo documentation and generate reports. Primary threats include adversarial images designed to hide property damage and prompt injection to manipulate inspection outcomes.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — processes and stores property photos, tenant PII, and inspection checklists. Threats include unauthorized access to sensitive tenant data, data exfiltration, and poisoning of historical property records.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — likely uses a structured, sequential workflow rather than a complex autonomous agent framework. Threats are limited to insecure integration with local storage or report generation libraries.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — hosted as a closed-source SaaS application. Threats include standard web application vulnerabilities, insecure API endpoints, and potential cross-tenant data leakage.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no mention of automated guardrails or output verification. Threats include hallucinated property damage or missed defects in the automated reports if human review is bypassed.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — must comply with tenant privacy regulations (GDPR/CCPA) and fair housing standards. Threats include lack of robust access controls and insufficient audit logging for modified inspection reports.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — operates primarily as a standalone application, though it may integrate with external Property Management Systems (PMS). Threats include insecure API integrations and unauthorized data synchronization.

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