We were delighted to present our DeepGuardian framework during Aveiro Tech Week, held on October 6, 2025, in Aveiro, Portugal.

Our session focused on the Machine Learning techniques that power DG’s capabilities for detecting and classifying anomalous network traffic. Participants were introduced to the framework’s underlying models and explored how DG identifies threats in real-time. Live demos showcased the platform in action, offering attendees a practical look at its detection workflow and visualization features.

The presentation sparked strong interest and valuable discussions, reinforcing DG’s relevance in the evolving cybersecurity landscape.