[FEAT] Add SemGuard Arabic Security Dataset loader - #2468

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Abdallah Abughallous (AbdaullahAG) wants to merge 5 commits into

microsoft:mainfrom

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Commits on Aug 22, 2026

feat(datasets):Add SemGuard Arabic Security Dataset loaderAdds a SeedDataset loader for the SemGuard Arabic Security Dataset:807 validated Arabic/Arabizi/English prompt attack examples across7 thre…
Abdallah Abughallous (AbdaullahAG)
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5829692
feat(datasets):Register SemGuard loader in remote datasets __init__
Abdallah Abughallous (AbdaullahAG)
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b3ead4f
test(datasets):Add unit tests for SemGuard dataset loaderCovers: happy-path fetch, category filtering, empty-after-filterraises, empty-text-skipped, dataset_name property, harm categoryalias overri…
Abdallah Abughallous (AbdaullahAG)
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de12606
docs:Add SemGuard citation to references and bibliography
Abdallah Abughallous (AbdaullahAG)
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bd2c375
docs:Add SemGuard to loading-datasets documentation notebookRegenerated via: jupytext --to ipynb --execute
Abdallah Abughallous (AbdaullahAG)
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95b2dac