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red-teaming

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Artificial Intelligence

How to red-team a local LLM with garak 0.17 and Ollama

garak 0.17 is NVIDIA's LLM vulnerability scanner: it fires prompt injection, jailbreak, encoding and data-leak probes at your model and counts the failures. Against gemma3 1B on Ollama, on CPU, prompt injection succeeded 66.67% to 93.33% of the time, and a defensive system prompt did not stop it.

13 min 8
Artificial Intelligence

LLM red teaming: a practical playbook

LLM red teaming has gone from an esoteric activity to a mandatory practice. With the OWASP Agentic Top 10 and the CSA Agentic AI Red Teaming Guide converging on shared vocabulary, this is the operational playbook any team deploying agents needs to have.

8 min 265 4.2