Threat intelligence / Technique

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 adversary. Adversaries may also obtain and use tools that were not originally designed for adversarial AI attacks as part of their attack.

Technique

TypeTechnique

External ID—

First seen2026-08-14

Last seen2026-08-14

Confidence

—

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.

4 recorded

Relationships

subtechnique-of

to Obtain Capabilities

Technique

uses

from Camera Hijack Attack on Facial Recognition System

Campaign

uses

from Organization Confusion on Hugging Face

Campaign

uses

from VirusTotal Poisoning

Campaign

1 external

References

mitre-atlas

AML.T0016.000