ziran — tool profile and history
自然 ZIRAN is an open-source security testing framework for AI agents. It discovers dangerous tool chain compositions via knowledge graph analysis, detects execution-level side effects (not just text output), and runs multi-phase trust exploitation campaigns that model real attacker behaviour.
- Language
- Python
- License
- Apache-2.0
- Created
- Last activity
- Topics
- a2a-protocol
- agent-security
- ai-security
- crewai
- cybersecurity
- langchain
- llm-security
- mcp
- owasp
- penetration-testing
- pentesting
- python
- red-teaming
- vulnerability-scanners
Current measurement
10GitHub starsstable
measured growthMomentum uses available readings from the last 7 days: measured with at least two comparable readings, estimated otherwise.
Reading history
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Classifications
- Domains
- Type
- Other
- Use cases
- No declared use case