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.
Oleh Ivchenko (Fri,) studied this question.