Research-informed perspectives on cyber-physical security, embedded reliability, and intelligent defenses at the edge. Each article connects scientific evidence with practical engineering decisions.
Building Trustworthy Cyber-Physical Systems
A secure network cannot guarantee a truthful measurement. Explore how physical sensor manipulation reaches control decisions, why sensor fusion has limits, and how physics, independent evidence and carefully designed recovery can strengthen cyber-physical systems.
6-minute read · Scientific references included
Resilient Embedded Systems
A single corrupted bit can disappear harmlessly, trigger a reset, or quietly change a controller’s decision. Explore how to design useful fault-injection experiments, interpret their limits, and turn observed failures into stronger evidence for embedded-system resilience.
6-minute read · Scientific references included
At the Edge: Beyond Accuracy
Federated learning can help IoT gateways learn together while keeping raw traffic local. But a deployable detector must also handle uneven data, limited energy, privacy risks and malicious participants. Learn which tests matter before trusting a shared model.
6-minute read · Scientific references included