Beyond Alerts:
Building Trust in AI-Driven Cybersecurity with Giuseppe Serio

As AI takes on a central role in cybersecurity operations, security teams face a critical shift: moving from reactive, isolated alerts to context-rich, trusted decision-making.

In this episode of CyberTech Edition, Upstream’s Giuseppe Serio discusses how organizations can evaluate overall operational trust rather than just technical permissions. He covers the security challenges of Physical AI, including connected vehicles, autonomous fleets, robotics, and industrial machinery. He also explains how live digital twins help build cyber resilience across connected ecosystems.

Key Takeaways

• Moving Beyond Isolated Alerts: Aggregating telemetry streams uncovers true behavioral context and intent behind events, eliminating noise.
• The Rise of Physical AI Security: Securing AI tied to physical assets like vehicles, drones, and robotics, where cyber incidents carry real-world safety impacts.
• Live Digital Twins for Trust: Using continuous asset-state monitoring to detect subtle anomalies before they become critical failures.
• Overcoming Ecosystem Fragmentation: Unifying siloed security, telemetry, and IT data to establish a single source of truth for AI detection.

This episode was originally created and produced by the team at CyberTech Edition Podcast

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