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Highlight — agentic threat model

7.3AIVSS 7.3 · High

Highlight is a closed-source personal productivity assistant operating across applications, presenting moderate risk due to its potential access to cross-app context and data without explicit security controls or architectural transparency detailed in its listing.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 6.3AARS uplift 1.04Factor sum 2.8/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.30
Goal-Driven Planning
0.20
Self-Modification
0.00
Dynamic Tool Use
0.40
Persistent Memory
0.20
Contextual Awareness
0.50
Dynamic Identity
0.10
Multi-Agent Interactions
0.10
Non-Determinism
0.40
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.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — The underlying foundation model is unspecified. Standard threats like adversarial prompt injection or misaligned outputs apply if it processes arbitrary cross-app text.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — How it handles cross-app data, local caching, or vector storage is unspecified. Risks include data exfiltration of sensitive clipboard or application data.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — The orchestration framework is closed source. Risks include insecure tool integration if it automates actions across external applications.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — It likely runs locally or via a closed-source cloud backend. Risks include local privilege escalation or insecure IPC if it is a desktop application.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — No details on logging, guardrails, or observability are provided to monitor its cross-app interactions.

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

Not certain from the listing — Compliance certifications (like SOC2) or specific access control policies are not mentioned.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — It is unclear if it interacts with other agents or marketplaces, though it operates across multiple applications.

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.