The proliferation of imitation luxury perfumes poses a significant challenge to brands and consumers alike. Robust EAN barcode verification plays a essential role in preserving the integrity of the supply network. By meticulously validating EAN barcodes against approved master data, retailers and wholesalers can detect and prevent the introduction