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Remember Them — agentic threat model

4.9AIVSS 4.9 · Medium

The 'Remember Them' dashboard is a low-risk productivity tool focused on relationship management, presenting minimal agentic risk due to its lack of autonomous execution, planning, or multi-agent capabilities.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 4.3AARS uplift 0.65Factor sum 1.2/10Threat ×0.95Mitigation ×1.0
Autonomy of Action
0.10
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.20
Persistent Memory
0.30
Contextual Awareness
0.20
Dynamic Identity
0.00
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.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — the specific foundation models used for processing notes or generating reminders are not disclosed. If LLMs are used, they face risks of prompt injection via malicious connection notes.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — the storage mechanism for LinkedIn connection notes and reminders is unspecified. Risks include unauthorized access to sensitive professional relationship data and potential data leakage.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — the orchestration framework is not detailed. The tool appears to function more as a traditional CRUD dashboard than an autonomous agent, limiting agentic framework vulnerabilities.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — deployment details are omitted, though being open-source suggests self-hosting or standard web hosting. Risks depend heavily on the user's deployment environment and database security.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — there is no mention of logging, observability, or guardrails for input validation on connection notes.

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

Not certain from the listing — authentication and authorization controls for securing personal networking data are not described, raising potential compliance risks regarding contact data storage (e.g., GDPR).

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — the tool does not appear to participate in a multi-agent ecosystem, limiting threats to standard third-party API integrations (e.g., LinkedIn).

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