feat: add special token injection probe for prompt injection testing#1846
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Previously, when a detector had skip=True (e.g., AlwaysSkip detector), the harness silently continued with no indication to the user about why the detector was not run. Changes: - Add skip_reason attribute to Detector base class - Log the reason at INFO level when a detector is skipped - Default reason is 'disabled via config' when skip_reason is not set Fixes NVIDIA#1061 Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Signed-off-by: Oxygen <1391083091@qq.com>
Adds a probe that injects special tokens (<|endoftext|>, <|im_start|>, [INST], etc.) into benign prompts and detects behavioral shifts via a companion detector that compares baseline vs. injected responses. The probe generates prompt pairs (with and without tokens) across 5 template prompts and 16 special tokens, producing ~165 test cases. Fixes NVIDIA#74 Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Signed-off-by: Oxygen <1391083091@qq.com>
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Duplicates #1782 |
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What
Fixes #74 — Adds a probe that injects special tokens into prompts to test for prompt injection vulnerabilities.
How it works
Special tokens tested
Detection signals