Genspark Super Agent — agentic threat model
Genspark Super Agent presents a high agentic risk profile due to its Mixture-of-Agents architecture and access to over 80 pre-built tools, including high-impact capabilities like making phone calls and posting to social media. The lack of visible security guardrails or sandboxing details increases the potential for tool misuse and cascading failures across its multi-agent system.
OWASP AIVSS score rationale
| Autonomy of Action | 0.70 | |
| Goal-Driven Planning | 0.80 | |
| Self-Modification | 0.20 | |
| Dynamic Tool Use | 0.90 | |
| Persistent Memory | 0.50 | |
| Contextual Awareness | 0.70 | |
| Dynamic Identity | 0.60 | |
| Multi-Agent Interactions | 0.80 | |
| Non-Determinism | 0.70 | |
| Opacity & Reflexivity | 0.80 |
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.
Utilizes a 'Mixture-of-Agents' system combining multiple LLMs. This architecture is susceptible to adversarial prompt injection that could propagate across the constituent models, potentially leading to misaligned outputs or model reprogramming.
Not certain from the listing — The specific data operations, vector stores, and RAG pipelines used for research and content creation are not detailed in the public listing, leaving data poisoning and exfiltration risks unquantified.
Orchestrates over 80 pre-built tools, including high-risk actions like making phone calls and generating social media content. Insecure tool integration or prompt injection could lead to unauthorized tool execution, such as placing fraudulent calls or publishing unapproved content.
Not certain from the listing — The hosting environment, sandboxing of the 80+ tools, and secrets management (especially for social media and phone integrations) are not disclosed.
Not certain from the listing — There is no mention of specific evaluation frameworks, real-time guardrails, or logging mechanisms to detect drift, tool abuse, or anomalous agent behavior.
Not certain from the listing — Compliance certifications, identity management, and authorization policies for executing sensitive tools (like phone calls) are not specified.
Explicitly relies on a 'Mixture-of-Agents' system. This multi-agent coordination introduces risks of agent-to-agent trust abuse, cascading failures, and complex attack paths where a compromise in one sub-agent compromises the entire system.
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.