# Cleverhans > Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04. - **Business Profile:** https://optimly.ai/brand/cleverhans - **Dataset:** https://optimly.ai/brand/cleverhans.json - **Markdown:** https://optimly.ai/brand/cleverhans/llms.txt - **Official website:** https://cleverhans.io - **Slug:** cleverhans - **Categories:** ai-machine-learning, cybersecurity ## Overview - **Tagline:** Exclusive focus on advancing the security and privacy of machine learning systems, addressing the fragility and lack of interpretability of ML predictions to build trustworthy AI. Source: Brand's website (https://cleverhans.io) · 2026-10-04 - **Description:** Cleverhans is a research lab dedicated to advancing the security and privacy of machine learning. It conducts research and releases open-source code artifacts to empower ML developers and engineers to design and develop secure and trustworthy ML systems. Source: Brand's website (https://cleverhans.io) · 2026-10-04 ## Offerings - **Core capabilities:** - Research publications on machine learning security and privacy; open-source code artifacts and libraries for adversarial machine learning (e.g. - Cleverhans library). Source: Brand's website (https://cleverhans.io) · 2026-10-04 - **Pricing:** Free; Open-Source for code artifacts; academic/research focus. Source: Brand's website (https://cleverhans.io) · 2026-10-04 ## Audience - **Target industry:** ML developers and engineers, machine learning researchers, organizations deploying ML systems. Source: Brand's website (https://cleverhans.io) · 2026-10-04 Page last updated 2026-10-17.