Santiago Torres-Arias

A longitudinal study of five identity-based signing ecosystems found that while these tools reduce some key management burdens, they consistently shift complexity to verification workflows, policy configuration, and integration boundaries.

The paper introduces Landseer, a modular framework designed to systematically evaluate and compose multiple machine learning defenses to address complex, real-world security requirements.