# Adversarial Robustness Toolbox (ART)
> Adversarial Robustness Toolbox (ART) is an open-source Python library for machine learning security. Originally developed by IBM Research and now part of the LF AI & Data Foundation, it provides tools for developers and researchers to evaluate, defend, and verify ML models against adversarial threats such as evasion, poisoning, extraction, and inference.
- URL: https://optimly.ai/brand/adversarial-robustness-toolbox-art-ibm
- Slug: adversarial-robustness-toolbox-art-ibm
- BAI Score: 85/100
- Archetype: Challenger
- Category: Software
- Last Analyzed: May 7, 2026
---
## Full Details / RAG Data
### Overview
Adversarial Robustness Toolbox (ART) is listed in the AI Directory.
Adversarial Robustness Toolbox (ART) is an open-source Python library for machine learning security. Originally developed by IBM Research and now part of the LF AI & Data Foundation, it provides tools for developers and researchers to evaluate, defend, and verify ML models against adversarial threats such as evasion, poisoning, extraction, and inference.
### Metadata
| Field        | Value |
|--------------|-------|
| Name         | Adversarial Robustness Toolbox (ART) |
| Slug         | adversarial-robustness-toolbox-art-ibm |
| URL          | https://optimly.ai/brand/adversarial-robustness-toolbox-art-ibm |
| BAI Score    | 85/100 |
| Archetype    | Challenger |
| Category     | Software |
| Last Analyzed | May 7, 2026 |
| Last Updated | 2026-05-08T01:37:26.808Z |
### Verified Facts
- Founded: 2018
- Headquarters: Armonk, NY (Origin) / San Francisco, CA (LF AI)
### Links
- Canonical page: https://optimly.ai/brand/adversarial-robustness-toolbox-art-ibm
- JSON endpoint: /brand/adversarial-robustness-toolbox-art-ibm.json
- LLMs.txt: /brand/adversarial-robustness-toolbox-art-ibm/llms.txt