Published February 13, 2026 | Version v1
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AI Economics: Data Poisoning — Economic Impact and Prevention

Authors/Creators

  • 1. Capgemini Engineering; Odessa Polytechnic National University

Description

Data poisoning represents one of the most insidious and economically devastating threats to enterprise AI systems. This article provides a comprehensive economic analysis of data poisoning attacks, examining the full cost spectrum from direct remediation expenses to long-term strategic impacts, with a framework for quantifying risks and calculating optimal prevention investments.

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