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THE PROGRAMMATIC WASTE PARADOX: WHY SUPPRESSION OF INDIVIDUAL FRAUD VECTORS FAILS TO REDUCE AGGREGATE LOSSES

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Abstract

The programmatic advertising supply chain exhibits a counterintuitive empirical regularity. Individual fraud vectors are being suppressed at historically unprecedented rates, yet the aggregate economic loss attributable to invalid and adversarial traffic continues to grow


References

  1. Juniper Research. Quantifying the cost of ad fraud: 2023–2028: white paper. London: Juniper Research, 2023. URL: https://fraudblocker.com/wp-content/uploads/2023/09/Ad-Fraud-Whitepaper_Juniper-Research.pdf (date of access: 05.04.2026).
  2. Association of National Advertisers. Programmatic Media Supply Chain Transparency Study: Complete Report. New York: ANA, 2023. URL: https://www.ana.net/miccontent/show/id/rr-2023-12-ana-programmatic-media-supply-chain-transparency-study (date of access: 05.04.2026).
  3. ANA, TAG TrustNet. Programmatic Transparency Benchmark Q1 2025. New York: ANA, 2025. URL: https://www.ana.net/content/show/id/media-programmatic-transparency (date of access: 05.04.2026).
  4. Ivitskiy I., Savchenko D., Sydorenko D. Data Integrity as the Terminal Constraint in AI-Driven Advertising: An Information-Theoretic Analysis of Conversion Fraud and Agentic Threat Evolution. Zenodo. 2026. DOI: 10.5281/zenodo.18675362.
  5. Cover T. M., Thomas J. A. Elements of Information Theory. 2nd ed. Hoboken: Wiley, 2006. 748 p. DOI: 10.1002/047174882X.
  6. Ivitskiy I. The M.A.T.H. Framework: A First-Principles Approach to Quant Marketing in High-Uncertainty Environments. Zenodo. 2026. DOI: 10.5281/zenodo.18552246.
  7. Ivitskiy I. Incrementality at scale: a blueprint for corporate holdouts, geo-experiments, and platform leakage control: conference abstract. 2025. URL: https://molodyivchenyi.ua/omp/index.php/conference/catalog/view/149/2415/5025-1 (date of access: 05.04.2026).

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