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Slideshowy — agentic threat model

7.5AIVSS 7.5 · High

Slideshowy is a low-to-moderate risk marketing automation agent focused on content generation. Its primary security risks stem from potential prompt injection leading to off-brand or offensive content generation, and the management of sensitive social media API credentials.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 6.5AARS uplift 1.01Factor sum 2.9/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.40
Goal-Driven Planning
0.20
Self-Modification
0.00
Dynamic Tool Use
0.30
Persistent Memory
0.20
Contextual Awareness
0.40
Dynamic Identity
0.20
Multi-Agent Interactions
0.10
Non-Determinism
0.60
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 relies on third-party foundation models for text and image generation. Risks include prompt injection leading to inappropriate content generation or brand reputation damage.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — likely stores user-provided brand assets, logos, and marketing copy. Risks include unauthorized access to proprietary marketing materials or poisoning of brand templates.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — orchestrates content generation and formatting. Risks include insecure tool integration if it connects directly to social media publishing APIs.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — hosted as a closed-source SaaS. Standard web application risks apply, particularly around the secure storage of social media API keys and user session tokens.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no mention of content moderation guardrails or output verification, risking the generation of offensive or off-brand viral content without human-in-the-loop validation.

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

Not certain from the listing — closed source and paid, but lacks explicit security certifications (like SOC2) or OAuth permission scoping details for social platforms.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — operates primarily as a standalone content generator, but integration with social media platforms introduces API-based ecosystem risks.

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