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You.com — agentic threat model

7.5AIVSS 7.5 · High

You.com acts as a highly contextual, web-connected AI assistant with moderate agentic risk, primarily driven by its dynamic internet access and multi-model routing which expose it to indirect prompt injection and data exfiltration threats.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 6.5AARS uplift 1.43Factor sum 4.1/10Threat ×1.0Mitigation ×0.95
Autonomy of Action
0.30
Goal-Driven Planning
0.40
Self-Modification
0.10
Dynamic Tool Use
0.50
Persistent Memory
0.40
Contextual Awareness
0.70
Dynamic Identity
0.10
Multi-Agent Interactions
0.20
Non-Determinism
0.80
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✓ mapped

Utilizes multiple external and proprietary foundation models for chat, writing, and image generation. Primary threats include direct prompt injection, model reprogramming, and generating misaligned or biased outputs based on user prompts.

L2 · Data Operations✓ mapped

Performs real-time data operations via live web search and user preferences. This exposes the system to severe indirect prompt injection (where malicious web content hijacks the LLM context) and potential data exfiltration via search queries.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — the orchestration framework managing tool execution (search, image generation, writing) is proprietary. Risks include insecure tool integration and tool misuse if the orchestrator fails to sanitize inputs passed to the search or generation APIs.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — the hosting, sandboxing, and network isolation of the web-scraping and rendering components are undisclosed, presenting potential risks of Server-Side Request Forgery (SSRF) or container escape when processing untrusted web pages.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — there is no mention of real-time guardrails, output filtering, or observability logging, which could lead to undetected drift, jailbreaks, or the silent generation of harmful content.

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

Not certain from the listing — compliance certifications (such as SOC2 or GDPR alignment) and specific user authentication/authorization controls are not detailed in the public directory.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — while the platform integrates multiple AI models, it does not explicitly describe a multi-agent marketplace or autonomous agent-to-agent (A2A) trust boundaries, minimizing immediate ecosystem cascading risks.

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