Obfuscated prompt injection attacks bypass detection
Obfuscated prompt injection attacks bypass detection: a task in LegoFlow-SWE (Harbor dataset). The pattern-based injection detection system fails to identify obfuscated variants of known attack patterns. Attackers can apply transformations that alter the surface form of the text without changing…
The task
The pattern-based injection detection system fails to identify obfuscated variants of known attack patterns. Attackers can apply transformations that alter the surface form of the text without changing its semantic meaning, allowing prompt injections to pass undetected.
Part of Lego-X/LegoFlow-SWE.