Camera-embedded AI enhancements can alter image semantics without users knowing—this work enables recovery of authentic pre-enhancement images using a tiny stored decoder, raising important questions about transparency in computational photography.
Modern cameras increasingly use AI to enhance images during capture (better zoom, low-light processing), but this can add hallucinated content that users don't realize isn't authentic.