Rebuff Prompt-Injection Heuristic Misses Its Own Documented Example Without a Trailing Clause
An independent auditor tested the default heuristic layer of the Rebuff 0.1.1 prompt-injection guard, which uses a 0.75 detection threshold. The tool's own documented example scored 0.824 and was flagged, but the shorter canonical form scored 0.700 and went undetected. Paraphrased and tool-result-framed versions also fell below the threshold, and non-English input scored zero. The auditor attributes this to a fixed verb-object template matcher, meaning detection depends on the phrase list rather than intent. The findings apply to the heuristic layer alone, as vector and model layers sit behind it.
This is an AI-generated summary. ShortSingh links to the original source for the complete article.


Discussion (0)
Log in to join the discussion and vote.
Log in