IBM’s open-source Adversarial Robustness Toolbox (ART) provides tools that:
- assess model performance under adversarial attack
- improve model resiliency in case of attack
In collaboration with the CDAO’s JATIC program, IBM created the Hardened Extension of ART (HEART) with:
- an emphasis on DoD needs and use cases (UAVs, surveillance, etc)
- alignment to best-in-class open-source standards to facilitate AI testing across broader evaluation criteria
The project’s open-source repos can be found here: