ATLASAML.T0016.000
ATLAS index
AML.T0016.000

Adversarial AI Attack Implementations

Adversaries may search for existing open source implementations of AI attacks. The research community often publishes their code for reproducibility and to further future research. Libraries intended for research purposes, such as CleverHans, the Adversarial Robustness Toolbox, and FoolBox, can be weaponized by an adve

Framework
MITRE ATLAS
Maturity
Realized
Platforms
Predictive AI, Generative AI, Agentic AI
Release
2026.05

Overview

Adversaries may search for existing open source implementations of AI attacks. The research community often publishes their code for reproducibility and to further future research. Libraries intended for research purposes, such as CleverHans, the Adversarial Robustness Toolbox, and FoolBox, can be weaponized by an adversary. Adversaries may also obtain and use tools that were not originally designed for adversarial AI attacks as part of their attack.

Sources

  1. MITRE ATLAS AML.T0016.000: Adversarial AI Attack Implementations — MITRE