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Solanasaurus — agentic threat model

8.3AIVSS 8.3 · High

Solanasaurus ($BRONTY) is a Web3 community and humor agent with potential transactional capabilities involving token liquidity. Its primary risks stem from the high potential for social engineering/phishing if compromised, and the security of any underlying cryptographic keys used for its charitable liquidity experiments.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 7.5AARS uplift 0.8Factor sum 3.2/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.40
Goal-Driven Planning
0.20
Self-Modification
0.10
Dynamic Tool Use
0.30
Persistent Memory
0.20
Contextual Awareness
0.50
Dynamic Identity
0.10
Multi-Agent Interactions
0.10
Non-Determinism
0.80
Opacity & Reflexivity
0.50

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 — likely utilizes a standard commercial or open-source LLM prompted for a 'degen' persona. The primary threat is prompt injection that could force the agent to violate its 'not financial advice' disclaimer or endorse malicious smart contracts.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — likely ingests real-time Solana market data and social media feeds. This exposes the agent to data poisoning, where attackers manipulate token metrics or social sentiment to influence the agent's recommendations.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — orchestration details are not provided. If the agent uses tools to execute on-chain transactions or manage token liquidity, insecure tool integration or lack of transaction verification could lead to unauthorized fund transfers.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — hosting environment is unspecified. The most critical infrastructure threat is the secure storage of Web3 wallet private keys; any compromise of the hosting server could lead to complete wallet drainage.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no observability or guardrail mechanisms are mentioned. Without automated output filtering, the agent could generate highly offensive content or financial misinformation that damages the project's reputation.

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

Not certain from the listing — lacks visible security compliance or access control policies. The absence of multi-signature requirements or human-in-the-loop verification for liquidity operations presents a severe compliance and security gap.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — operates as an independent community agent. However, interacting with the broader Solana ecosystem means it is vulnerable to external smart contract exploits, oracle manipulation, and malicious decentralized 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.