Agent HR — agentic threat model
Agent HR automates sensitive HR and recruiting workflows, presenting elevated privacy and compliance risks due to the handling of candidate PII without disclosed security controls or human-in-the-loop guardrails.
OWASP AIVSS score rationale
| Autonomy of Action | 0.50 | |
| Goal-Driven Planning | 0.40 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.40 | |
| Persistent Memory | 0.50 | |
| Contextual Awareness | 0.50 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.20 | |
| Non-Determinism | 0.60 | |
| Opacity & Reflexivity | 0.70 |
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 underlying foundation models are unspecified. Threats include prompt injection leading to biased candidate screening, model reprogramming, or unauthorized disclosure of system prompts.
Not certain from the listing — The agent likely processes highly sensitive HR data, resumes, and candidate PII. Threats include data exfiltration, unauthorized access to vector stores containing applicant profiles, and RAG data poisoning.
Not certain from the listing — Orchestration and tool-calling mechanisms are omitted. Risks include insecure tool integration if the agent automatically emails candidates or updates ATS records without validation.
Not certain from the listing — Hosting, networking, and sandboxing details are not provided. Closed-source deployment raises questions about secure storage of HR databases and API key management.
Not certain from the listing — No monitoring, logging, or guardrails are mentioned. Gaps here could lead to undetected algorithmic bias in recruiting or silent failures in automated workflows.
Not certain from the listing — Compliance with GDPR, CCPA, or local labor laws is unverified. Lack of explicit access controls poses significant compliance and privacy risks for HR data.
Not certain from the listing — It is unclear if the agent interacts with external ATS platforms or other agents. Multi-agent trust abuse could lead to unauthorized data sharing across platforms.
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.