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" ... Bots can block fraud detection trackers’ urls. Bad actors can manipulate viewability measurements by passing “viewable=yes.” And fraudsters can even trick compliance checks by passing false information like “GDPR_applies=yes” or “GDPR_consent_string=[letters and numbers].” They can make “naked ad calls” by calling the ad url directly. This loads the ad by itself, without any webpage, thus saving bandwidth and maximizing their profits. ... "
" ... The privacy-preserving moves by Apple also come with additional security and fraud prevention measures. For example, each transaction has a unique identifier and timestamp and is cryptographically signed. This allows Apple to verify the authenticity of the transaction event, such as a purchase, download, or re-download. This prevents replay attacks — i.e. claiming credit multiple times for the same completed transaction. This also makes click-flooding attacks much harder; in this form of attribution fraud, the attacker repeatedly “clicks” attribution urls with specific parameters to claim credit for organic installs or installs that have happened already. This was exactly what happened in the well-publicized case — Uber was being ripped off by 100 mobile ad exchanges claiming credit for organic installs that would have happened anyway. ... "