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Author

Alessandro Brighente

2 papers indexed here

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Preprint Sep 2026

Safety-Aware Zero Trust Enforcement for IoT and Cyber-Physical Systems

Zero Trust (ZT) replaces the implicit trust of perimeter-based security with explicit, continuous, context-aware authorization. This shift is particularly relevant to IoT and cyber-physical systems, whose heterogeneous, long-lived, and remotely connected components make persistent trust untenable. Yet their physical co...

Alessandro Lotto, Alessandro Brighente, Mauro Conti · 0 citations
#machine learning Preprint Sep 2026

Not All Relations Are Equal: Relation-Balanced and Calibrated Graph Learning for Provenance-Based Intrusion Detection

RECAL is presented, an unsupervised framework using relation-balanced masked graph learning to better capture rare interaction patterns and calibrates reconstruction errors against each relation's benign error distribution to produce comparable anomaly evidence, helping distinguish attacks from benign behavior and redu...

Li-Jie Zheng, Ji He, Zhi-Wei Zhang et al. · 0 citations

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