# Advertorch

> Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04.

- **Business Profile:** https://optimly.ai/brand/advertorch
- **Dataset:** https://optimly.ai/brand/advertorch.json
- **Markdown:** https://optimly.ai/brand/advertorch/llms.txt
- **Official website:** https://readthedocs.io
- **Slug:** advertorch
- **Categories:** ai-machine-learning, cybersecurity, developer-tools

## Overview

- **Tagline:** Specialized focus on adversarial robustness within the PyTorch ecosystem, providing a modular and well-documented toolkit for both attacks and defenses.
Source: Brand's website (https://readthedocs.io) · 2026-10-04

- **Description:** Advertorch is an open-source PyTorch library designed for adversarial robustness research, providing a collection of adversarial attacks and defenses for machine learning models.
Source: Brand's website (https://readthedocs.io) · 2026-10-04

## Offerings

- **Core capabilities:**
  - A Python library offering implementations of adversarial attacks (e.g.
  - FGSM
  - PGD) and defenses (e.g.
  - adversarial training
  - BPDA) for PyTorch models.
Source: Brand's website (https://readthedocs.io) · 2026-10-04

- **Pricing:** Open-source (MIT License implied by common open-source practices and GitHub hosting, though not explicitly stated in the provided text).
Source: Brand's website (https://readthedocs.io) · 2026-10-04

## Audience

- **Target industry:** Machine learning researchers, data scientists, AI security practitioners, and developers working on model robustness in academic and industrial settings.
Source: Brand's website (https://readthedocs.io) · 2026-10-04

## Landscape

- **Competitors:**
  - CleverHans
  - Foolbox
  - Adversarial Robustness Toolbox (ART)
Source: Brand's website (https://readthedocs.io) · 2026-10-04

Page last updated 2026-10-17.