DeepSite — agentic threat model
DeepSite presents a moderate-to-high risk profile due to its combination of LLM-driven code generation, real-time previews, and web scraping capabilities, which could be exploited for prompt injection, SSRF, or sandbox escape if execution environments are not properly isolated.
OWASP AIVSS score rationale
| Autonomy of Action | 0.40 | |
| Goal-Driven Planning | 0.50 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.60 | |
| Persistent Memory | 0.20 | |
| Contextual Awareness | 0.40 | |
| 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.
Powered by Deepseek V3. Primary threats include adversarial prompt injection leading to the generation of malicious code (e.g., cross-site scripting or backdoors in the generated website) and model reprogramming.
Features web scraping and data analysis. Threats include ingestion of poisoned or malicious web data during scraping, Server-Side Request Forgery (SSRF) via the scraping tool, and data exfiltration of analyzed data.
Orchestrates website generation, SEO optimization, scraping, and preview rendering. Threats include insecure tool integration where the scraping or preview tools are abused to execute unauthorized actions or access local files.
Not certain from the listing — The hosting, sandboxing of real-time previews, and deployment infrastructure are not detailed. If previews are rendered without strict containerization, it poses a high risk of sandbox escape and host compromise.
Not certain from the listing — There is no mention of built-in guardrails, output sanitization, or logging mechanisms to detect if the agent is generating vulnerable code or scraping malicious targets.
Not certain from the listing — No security controls, authentication mechanisms, or compliance frameworks (such as GDPR alignment for scraped data) are specified in the public directory.
Not certain from the listing — The agent appears to operate as a standalone vertical tool; no multi-agent coordination or ecosystem marketplace interactions are described.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).