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Presentation

AI Risk and Threat Taxonomy: Adversarial Machine Learning

September 17, 2024

Apostol Vassilev

A taxonomy of concepts including definitions of terminology from the field of adversarial machine learning (AML) built after surveying the AML literature and arranged in a conceptual hierarchy that includes key types of ML methods and lifecycle stages of attack, attacker goals and objectives, and attacker capabilities and knowledge of the learning process.

AI Risk and Threat Taxonomy (PDF)

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See: Cybersecurity Supply Chain Risk Management

AI Risk and Threat Taxonomy: Adversarial Machine Learning

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