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IBBS — agentic threat model

5.0AIVSS 5.0 · Medium

IBBS is a security evaluation agent focused on prompt-injection testing, presenting low direct operational risk but moderate ecosystem risk if its cryptographic badging mechanism or sandbox isolation is compromised.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 6.5AARS uplift 0.59Factor sum 1.7/10Threat ×1.0Mitigation ×0.7
Autonomy of Action
0.20
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.20
Persistent Memory
0.10
Contextual Awareness
0.20
Dynamic Identity
0.10
Multi-Agent Interactions
0.40
Non-Determinism
0.20
Opacity & Reflexivity
0.20

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 — the service tests external agents' foundation models against prompt injection, but its own underlying foundation model architecture is not specified.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — the service utilizes 5 specific adversarial prompt scenarios, but details regarding its own internal data operations, training data, or vector stores are not provided.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — while it orchestrates sandbox testing against target agents, the specific internal agent framework, planning mechanisms, or tool-calling implementation of IBBS itself are not detailed.

L4 · Deployment & Infrastructure✓ mapped

The service runs tests in a controlled sandbox environment to isolate adversarial prompt execution, and provides a local self-check tool to prevent external infrastructure exposure during initial developer testing.

L5 · Evaluation & Observability✓ mapped

The core capability is evaluation, specifically testing robustness against 5 real-world prompt-injection scenarios and generating verifiable cryptographic proof of the evaluation results.

L6 · Security & Compliance (cross-cutting)✓ mapped

Provides cryptographic signing of security badges to ensure independent verifiability and trust, serving as a compliance and assurance mechanism for third parties.

L7 · Agent Ecosystem✓ mapped

Designed to interact directly with external third-party agents within a sandbox to evaluate their security, presenting potential risks of cascading failures if the tested agent behaves maliciously during evaluation.

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.