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Ad fraud remains a pernicious problem for marketers and the entire digital advertising ecosystem despite several worthy industry initiatives looking at tactics to address it. Recently, the issue prompted Google to issue refunds on its fees to advertisers whose ads reached bots rather than humans. And ad fraud is costly—estimates hover anywhere from $7.2 billion to$16.4 billion.