The More It Says, the More You Pay: A Black-Box Audit of Provider-Side Token Inflation in LLM Services
Researchers define Provider-Side Token Inflation Attacks that inflate LLM output over 10x and release a single-probe audit detecting them with 85.1% accuracy.