Intelligent Collaboration: How AI Federations Are Redesigning Digital Security
Prof. Dr. Benedito Cristiano Petroni – IBPTECH Faculty, São Paulo, Brazil
Online lecture: Saturday, November 29, 2025
Registrations: IWCS 2025-S2
Intelligent Collaboration: How AI Federations Are Redesigning Digital Security The presentation offered a reflection on the role of collaborative Artificial Intelligence architectures in protecting data and systems. The lecture addressed how... AI Federations They allow for the joint training of models without the need to centralize sensitive information, strengthening privacy and digital security.
The presentation explored applications in critical sectors such as finance, healthcare, and cybersecurity, as well as the technical and ethical challenges of this approach. The audience learned about real-world examples and understood how collaboration between intelligent systems is shaping a new generation of secure, decentralized, and efficient solutions.
This presentation explored the concept of federated learning and its relevance to digital security. The federated AI model allows algorithms to be trained on different devices and institutions without the need to centralize data, increasing privacy and reducing the risk of leaks.
Simultaneous translation in Portuguese and Spanish.
Image: iStock.com/gorodenkoff