HR AI Agent — agentic threat model
The HR AI Agent poses a high data privacy risk due to its handling of sensitive candidate PII and enterprise HR data, compounded by a lack of visible security controls, sandboxing, or compliance certifications in its closed-source listing.
OWASP AIVSS score rationale
| Autonomy of Action | 0.40 | |
| Goal-Driven Planning | 0.30 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.40 | |
| Persistent Memory | 0.30 | |
| Contextual Awareness | 0.40 | |
| Dynamic Identity | 0.10 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.50 | |
| Opacity & Reflexivity | 0.60 |
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 foundation models used are not disclosed. Potential threats include adversarial prompt injection via candidate resumes (e.g., hidden text to force selection) and biased outputs.
Not certain from the listing — The data pipeline for processing resumes, ATS data, and candidate profiles is unspecified. Threats include PII leakage, data poisoning of the vector database, and unauthorized access to sensitive HR records.
Not certain from the listing — The orchestration framework is unknown. Threats include insecure tool integration with Applicant Tracking Systems (ATS) and email clients, leading to unauthorized automated actions.
Not certain from the listing — No details on hosting, sandboxing, or network isolation are provided. Threats include container compromise or lateral movement within the enterprise network if the agent is self-hosted or poorly isolated.
Not certain from the listing — There is no mention of guardrails, drift monitoring, or evaluation frameworks to detect biased hiring decisions or prompt injection attempts.
Not certain from the listing — While described as 'enterprise-grade', no specific compliance certifications (e.g., SOC 2, GDPR, CCPA) or access control mechanisms are detailed.
Not certain from the listing — It is unclear if this agent interacts with other external agents or marketplaces. Threats include cascading failures if integrated with external recruiting platforms or third-party background check agents.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology. Are you the vendor? Factual corrections are free.