AveHR — agentic threat model
AveHR presents a high-risk profile primarily due to the extreme sensitivity of the centralized employee PII, benefits, and recruiting data it processes, combined with a lack of disclosed security controls or guardrails.
OWASP AIVSS score rationale
| Autonomy of Action | 0.40 | |
| Goal-Driven Planning | 0.30 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.50 | |
| Persistent Memory | 0.70 | |
| Contextual Awareness | 0.50 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.30 | |
| Opacity & Reflexivity | 0.30 |
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.
Not certain from the listing — The specific LLMs used for resume parsing or workflow automation are not disclosed. Potential threats include prompt injection bypassing ATS filters or model bias in applicant screening.
High confidence — The agent processes highly sensitive PII, benefits data, and applicant resumes. Threats include unauthorized data exfiltration, database injection via resume uploads, and lack of data lineage for compliance.
Not certain from the listing — The orchestration framework is proprietary. Threats include insecure tool integration with ATS/benefits APIs and potential tool misuse if prompt injection manipulates workflow execution.
Not certain from the listing — Hosting details are undisclosed. Threats include container compromise, unauthorized access to centralized HR databases, and insecure API endpoints.
Not certain from the listing — No monitoring or guardrail mechanisms are specified. Threats include undetected drift in resume screening bias and lack of audit logs for automated HR decisions.
High confidence — Handling employee data and benefits triggers strict regulatory requirements (GDPR, CCPA, HIPAA). Threats include non-compliance due to inadequate access controls, lack of encryption, or insufficient audit trails.
Not certain from the listing — No multi-agent interactions are described. Threats are limited to third-party integrations with external ATS or benefits providers.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).