Karl Martin

An article analyzing the complexities and risks associated with Data Clean Rooms, particularly in the context of enterprise AI, and contrasting them with the benefits of federated learning for secure data collaboration.

An interview discussing the rise of biometrics, particularly Nymi's heartbeat-based authentication, and its potential to enhance security and convenience in workplace authentication by providing continuous, secure user verification.

A research paper detailing a biometric encryption system designed for privacy-preserving facial recognition, specifically for self-exclusion programs, such as in casinos.

An article highlighting the importance of contextually rich, domain-specific data, especially the 'middle layer' of ecosystem-specific data, for advancing AI capabilities and enabling secure, collaborative AI through federated learning.

An introductory article explaining federated learning as a method for training machine learning models on distributed datasets without centralizing raw data, emphasizing its benefits for privacy and data residency.

An article discussing the security implications of biometric data, highlighting risks like identity theft and unauthorized surveillance, and advocating for 'privacy-by-design' approaches where biometric data is stored locally on devices.