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Dataset · Hugging Face

hirundo-io/authorized-lookalike-positives

Authorized look-alike positives (retain set) 1,263 single-turn chats where the system prompt sets a rule or credential check and the user legitimately satisfies it. The correct reply complies. The set is meant as a retain (keep-behaviour) set for prompt-injection unlearning on openai/gpt-oss-20b. Hardened models often start denying correct passwords and authorized overrides, and these rows target that cost. Columns (same layout as the SPML retain sets): system_prompt, question… See the full description on the dataset page: https://huggingface.co/datasets/hirundo-io/authorized-lookalike-positiv

Author / organizationhirundo-io
License (as declared)other
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Created24 October 2026
Last updated at source24 October 2026
prompt-injectioninstruction-hierarchyretain-setsynthetic
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