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Advertisers will lose $51 million to ad fraud every single day in 2018, totaling $19 billion for the year, according to an estimate by  Juniper Research .   At PubMatic, we understand the importance of providing a transparent and brand-safe marketplace for buyers.  Creating a fraud-free ecosystem requires a deep investment in product innovations that lead the industry, and operational focus across the organization day after day.