Secret Desires AI — agentic threat model
Secret Desires AI presents a high privacy risk profile due to its collection of highly sensitive personal data, voice recordings, and photos, combined with persistent memory and proactive engagement. The primary threats stem from potential data exfiltration of intimate conversations and the sharing of malicious community-created companion templates.
OWASP AIVSS score rationale
| Autonomy of Action | 0.40 | |
| Goal-Driven Planning | 0.20 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.30 | |
| Persistent Memory | 0.80 | |
| Contextual Awareness | 0.60 | |
| Dynamic Identity | 0.10 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.70 | |
| 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.
Not certain from the listing — likely uses fine-tuned multimodal LLMs for text, voice, and image generation. Vulnerable to prompt injection to bypass safety guardrails or elicit unintended behaviors.
Not certain from the listing — processes highly sensitive user-uploaded photos, voice recordings, and intimate chat history. Vulnerable to data exfiltration, unauthorized access to user media, and lack of secure deletion/privacy controls.
The agent uses persistent memory ('remembers everything') and proactive messaging ('texts you first'). Vulnerable to memory poisoning where malicious user inputs permanently alter the companion's persona or behavior.
Not certain from the listing — hosted as a closed-source freemium web/mobile app. Vulnerable to standard web infrastructure threats, insecure API endpoints for media delivery, and lack of sandboxing for user-uploaded content.
Not certain from the listing — no public details on guardrails or monitoring. Vulnerable to blind spots regarding abusive content generation or model drift in emotional responses.
Not certain from the listing — lacks explicit compliance certifications (e.g., GDPR, COPPA) despite handling highly sensitive personal data and photos. Vulnerable to privacy violations and unauthorized data sharing.
Features 'community-created options' allowing users to share custom companion templates. Vulnerable to malicious template sharing where pre-configured companions contain hidden prompts or malicious behaviors.
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.