Integrations/AI Frameworks
AutoGen Security Scanner

AutoGenSecurity Scanner

Microsoft's framework for multi-agent conversations. Formerly AG2. Full support for GroupChat patterns.

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What Inkog Detects in AutoGen

AutoGen-specific vulnerability patterns that traditional security tools miss.

Infinite Loop Detection

CRITICAL

AutoGen agents without iteration bounds can run indefinitely, consuming API tokens until limits are hit.

Prompt Injection Paths

CRITICAL

User inputs flowing to LLM prompts without sanitization in AutoGen workflows create injection vulnerabilities.

Token Bombing

HIGH

Unbounded loops in AutoGen agents accumulate LLM API costs that can reach thousands of dollars.

Missing Human Oversight

HIGH

High-risk tool calls in AutoGen agents without human approval gates violate EU AI Act Article 14.

AutoGen Analysis Features

  • AssistantAgent analysis
  • UserProxyAgent validation
  • GroupChat loop detection
  • Message routing checks

Get Started

Scan your AutoGen application in seconds.

1

Run the scanner

bash
inkog scan ./my-autogen-app
2

Review findings

Inkog traces data flow through your AutoGen code and reports vulnerabilities with severity levels and line numbers.

3

Fix and verify

Apply the suggested fixes based on severity and re-scan to verify.

AutoGen Compliance Reports

Automated mapping to global AI governance frameworks.

EU AI Act

Article 14, 15, 12

NIST AI RMF

MAP/MEASURE/MANAGE

OWASP LLM

Top 10 Coverage

ISO 42001

AI Management

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