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taoq-ai/ziran

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.

This repository also configures its own agents. See what ziran tells them →

Open on GitHub taoq-ai.github.io
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ziran

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taoq-ai/ziran

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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 behavior.

not rated 11 yesterday A 0 tokens original Apache-2.0

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