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paper2024ReviewedOpen access

The AI Security Pyramid of Pain

Chris M. Ward, Josh Harguess, Julia Tao, Daniel Christman, Paul Spicer, Mike Tan

Proc. SPIE 13054, Assurance and Security for AI-enabled Systems

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Abstract

Adapts David Bianco's Pyramid of Pain framework to AI security, categorizing AI threats by how difficult they are for adversaries to change.

Categories

Threat ModelingIndustry Reports
#pyramid-of-pain#threat-taxonomy#practical

Framework mappings

NIST AI Risk Management Framework
  • MAPMap

Cite

@techreport{ward2024ai,
  title = {{The AI Security Pyramid of Pain}},
  author = {Chris M. Ward and Josh Harguess and Julia Tao and Daniel Christman and Paul Spicer and Mike Tan},
  year = {2024},
  institution = {Proc. SPIE 13054, Assurance and Security for AI-enabled Systems},
  eprint = {2402.11082},
  archivePrefix = {arXiv},
  doi = {10.1117/12.3025025},
  url = {https://arxiv.org/abs/2402.11082}
}