T2-AT-010MEDIUM
Transliteration Exploitation
T2 · Semantic & Linguistic Evasion →Risk score185
RatingMedium
Procedures10
Severity
Mechanism
Represents text from one script in another script's characters. The model understands transliterated text (Pinyin, Romaji, Cyrillic-to-Latin) but keyword classifiers looking for specific scripts miss it. Exploits the same multilingual gap as T2-AT-002 but at the character-representation level.
Detection
- Transliteration detection and normalization
- Multilingual keyword databases covering romanized forms
Mitigation
Transliteration normalizationMEDIUM
Multilingual semantic classifiersHIGH
Framework mapping
Open in the technique browser →OWASP LLMLLM01