AISeal Scan

TrustScan

Test a prompt against the OWASP LLM Top 10. Get a TrustScore instantly.

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CRITICAL RISK

TrustScore

Scan Summary

Model: Claude Sonnet 4.6

3/29/2026, 9:15:00 AM · 142 chars

7

Passed

1

Warnings

2

Failed

⚠️

What this means for your business

  • AI Hijacking Attempt: Someone tried to override your AI's instructions and make it behave in unauthorized ways — like a burglar swapping your security guard with their own guy.
  • Unauthorized Actions: Your AI was asked to perform high-risk actions like deleting files, running commands, or making system changes it shouldn't have access to.
  • System Instructions Leaked: Someone tried to trick your AI into revealing its secret instructions or internal configuration — like asking a magician to show you their tricks.

Scroll down for technical details and recommended actions for your security team.

OWASP LLM Top 10 Breakdown

10 categories checked

FAIL
LLM01AI Hijacking Attemptcritical

Someone tried to override your AI's instructions and make it behave in unauthorized ways — like a burglar swapping your security guard with their own guy.

Add input validation and restrict what your AI will accept from users.

Prompt injection pattern detected — attempt to override model instructions.

PASS
LLM02Sensitive Data Exposure

No sensitive data patterns detected.

PASS
LLM03Untrusted AI Components

No issues detected via static analysis. Dynamic testing recommended.

PASS
LLM04Poisoned Instructions

No issues detected via static analysis. Dynamic testing recommended.

PASS
LLM05Dangerous Code Output

No unsafe output handling patterns detected.

FAIL
LLM06Unauthorized Actionshigh

Your AI was asked to perform high-risk actions like deleting files, running commands, or making system changes it shouldn't have access to.

Apply least-privilege rules — your AI should only do what it absolutely needs to.

Prompt requests high-privilege or destructive actions — excessive agency risk.

WARN
LLM07System Instructions Leakedmedium

Someone tried to trick your AI into revealing its secret instructions or internal configuration — like asking a magician to show you their tricks.

Never rely on hidden prompts for security. Treat system prompts as non-secret.

Prompt attempts to extract system prompt or internal instructions.

PASS
LLM08Knowledge Base Tampering

No issues detected via static analysis. Dynamic testing recommended.

PASS
LLM09Hallucination Risk

No issues detected via static analysis. Dynamic testing recommended.

PASS
LLM10Resource Abuse

No issues detected via static analysis. Dynamic testing recommended.

NIST AI RMF Framework Alignment

NIST AI 100-1 · Govern · Map · Measure · Manage

GOVERNMAPMEASUREMANAGE
LLM01Prompt Injection
MEASUREMANAGE
LLM02Sensitive Information Disclosure
MAPMANAGE
LLM03Supply Chain Vulnerabilities
GOVERNMAP
LLM04Data and Model Poisoning
MAPMEASURE
LLM05Improper Output Handling
MEASUREMANAGE
LLM06Excessive Agency
GOVERNMANAGE
LLM07System Prompt Leakage
MEASUREMANAGE
LLM08Vector and Embedding Weaknesses
MAPMEASURE
LLM09Misinformation
MAPMEASURE
LLM10Unbounded Consumption
GOVERNMANAGE

MITRE ATLAS Technique Mapping

Adversarial Threat Landscape for AI Systems · atlas.mitre.org

3 TECHNIQUES TRIGGERED
LLM01
AML.T0051 · LLM Prompt Injection
LLM02
AML.T0025 · Exfiltration via Cyber Means
LLM03
AML.T0010 · ML Supply Chain Compromise
LLM04
AML.T0020 · Poison Training Data
LLM05
AML.T0048 · LLM Jailbreak
LLM06
AML.T0051 · LLM Prompt InjectionAML.T0040 · ML Inference API Access
LLM07
AML.T0056 · LLM Meta Prompt Extraction
LLM08
AML.T0043 · Craft Adversarial Data
LLM09
AML.T0048 · LLM Jailbreak
LLM10
AML.T0034 · Cost Harvesting
Pattern analysis byIRIS· Integrated Risk Insight System
IRIS Analysis· Integrated Risk Insight System

Ask IRIS for an executive risk narrative on these findings.

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