0DIN Scanner bundles 179 real-world jailbreak probes from Mozilla's bug bounty program into a runnable test suite built on NVIDIA's GARAK framework, with graphical UI and cross-model comparative analysis.
June 24, 2026
Summary
Developers deploying AI systems now have access to adversarial test cases derived from production attacks rather than textbook examples, reducing the gap between security assumptions and actual threat surface. The free tier eliminates the excuse of "no red team bandwidth" for organizations doing AI in production.
Why it matters
Developers deploying AI systems now have access to adversarial test cases derived from production attacks rather than textbook examples, reducing the gap between security assumptions and actual threat surface. The free tier eliminates the excuse of "no red team bandwidth" for organizations doing AI in production.
Implementation verdict
Replaces manual prompt-injection testing and generic benchmarking suites. Requires model API access and a few minutes to configure scans. Ready now: code is open-source on GitHub, free assessments available, and six novel attack techniques are publicly named for the first time. Start with the free assessment if you're shipping AI without adversarial testing.
Sources
Dev Signal
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