Proposal: Arabic & Multilingual Security Contributions to PyRIT
@AbdaullahAG is already working on this.
Since Aug 22, 2026.
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Description
Hi PyRIT team 👋
I recently published SemGuard, a research project focused on
detecting prompt attacks across Arabic, Arabizi, and English —
accepted at IEEE AEECT 2026.
As part of it, I built a validated Arabic prompt attack dataset
(807 samples) covering injection/jailbreak, phishing, privacy
leakage, Unicode-based attacks, and safe educational prompts.
Given PyRIT's red-teaming focus, would there be interest in an
Arabic dataset loader or Arabic-focused attack scenarios? Happy
to share more details (including a semantic evaluation approach
we used) if useful — just don't want to front-load everything
before knowing what's actually relevant to the roadmap.
Thanks!
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