PartnerCheck — agentic threat model
PartnerCheck presents a moderate security and privacy risk, primarily driven by its processing of sensitive biometric data (photos) and automated scraping of dating platforms, which could be abused for stalking or unauthorized surveillance if compromised.
OWASP AIVSS score rationale
| Autonomy of Action | 0.20 | |
| Goal-Driven Planning | 0.10 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.30 | |
| Persistent Memory | 0.10 | |
| Contextual Awareness | 0.10 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.00 | |
| Non-Determinism | 0.20 | |
| Opacity & Reflexivity | 0.10 |
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 listing mentions 'photo-matching technology' but does not specify if it uses a foundation vision model (like CLIP) or traditional computer vision. If a foundation model is used, threats include adversarial examples (evading detection via subtle image perturbations) and model reprogramming.
Not certain from the listing — The agent processes uploaded user photos and scrapes dating sites. Threats include data exfiltration of sensitive uploaded photos, lack of data retention policies, and potential poisoning of the image matching database or scraping cache.
Not certain from the listing — It is unclear if a formal agent framework orchestrates the search or if it is a standard scraping script. If an agent framework is used, threats include insecure tool integration with scraping APIs and prompt injection if user inputs are passed to an LLM.
Not certain from the listing — The infrastructure must handle web scraping (proxies, headless browsers) and photo processing. Threats include IP blocking, proxy compromise, and container escape if the photo processing library (e.g., OpenCV) has vulnerabilities.
Not certain from the listing — No details on monitoring or evaluation are provided. Gaps here could lead to undetected scraping failures, high false-positive rates in photo matching, or undetected abuse of the service for stalking.
Not certain from the listing — While it claims 'private and secure', there is no mention of compliance frameworks (GDPR, CCPA) which are highly relevant given it processes biometric/facial data of third parties without their explicit consent.
Not certain from the listing — The agent operates standalone and does not appear to interact with an agent ecosystem or marketplace, though it interacts with external dating platform web interfaces.
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.