Foolbox
AI Security & Safety · Free + paid
Fast adversarial attacks for deep neural networks
At a glance
- Korean
- None (English and a few others only)
- Open source
- MIT
- GitHub
- 2,983 stars · MIT
What is Foolbox?
Foolbox is a Python library that makes it easy to run adversarial attacks on machine learning models such as deep neural networks. Foolbox 3 was rewritten from scratch on top of EagerPy and works natively with PyTorch, TensorFlow, and JAX models. It offers a wide range of gradient-based white-box attacks and decision- and score-based black-box attacks. Type annotations help catch bugs before running. Install it with pip.
- Native support for PyTorch, TensorFlow, and JAX (based on EagerPy)
- Gradient-based white-box attacks
- Decision- and score-based black-box attacks
- Batch support
- Type checking (type annotations)
- Model zoo (importing models and weights)
Who uses Foolbox and for what
- Benchmarking the robustness of machine learning models with adversarial attacks
Pricing
Open source + paid enterprise plans
Some open-source tools are free; enterprise security platforms are billed under separate contracts
Estimate based on AI knowledge - please verify on the official site
AI tools similar to Foolbox (alternatives)
Foolbox vs. alternatives at a glance
| AI | Pricing | Combos on the map | Connected tools | Free | Cheapest monthly | Korean |
|---|---|---|---|---|---|---|
| Foolbox | Free + paid | 0 | 6 | — | — | No |
| ART | Free + paid | 0 | 6 | — | — | No |
| Garak | Free + paid | 0 | 6 | Yes | — | No |
| HarmBench | Free + paid | 0 | 6 | — | — | No |
| TextAttack | Free + paid | 0 | 5 | — | — | No |
1 of these 5 tools have a free plan.
Combo and connection counts are based on the relationships recorded on AI Galaxy Map (2026-10-26); they are not a quality ranking.
Foolbox on AI Galaxy Map
- One of 21 AI tools in the AI Security & Safety field.
- Connected to 6 other tools — #1 in its field.
Frequently asked questions
Can I use Foolbox for free?
Open source + paid enterprise plans. Prices can change, so check the official site before paying.
What AI can I use instead of Foolbox?
Tools that do the same job, such as ART, Garak, HarmBench, TextAttack, are connected to it on the map.
Can I use Foolbox in Korean?
None (English and a few others only)
Sources (official pages)
Checked on the official pages on 2026-10-14. Prices and features can change, so check the official site again before paying.