The More It Says, the More You Pay: A Black-Box Audit of Token Inflation in LLM
A September 17, 2026 arXiv paper defines a Provider-Side Token Inflation Attack (PTIA) in which pay-per-token LLM providers covertly manipulate generation to inflate output tokens, with five representative attacks at the…