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Junggab Son

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#machine learning Preprint Sep 2026

FoundAna: A GNN-assisted Foundation Model for Graph Anomaly Detection

Graph anomaly detection aims to identify graph structures (e.g., nodes, edges, or subgraphs) that deviate significantly from expected patterns, which supports critical applications in fraud detection, spam identification, network intrusion, etc. Despite the growing methods in the field, existing approaches follow a one...

Suprim Nakarmi, Chahana Dahal, Yue Zhao et al. · 0 citations
Conference Jul 2026

Unveiling Security Traits of Cross-Platform Android Applications: A Large-Scale Empirical Study

Cross-platform frameworks such as Flutter and React Native are increasingly adopted in Android application development, yet their security characteristics at scale remain insufficiently understood. In this paper, we present an empirical security characterization of 3,000 Android applications, consisting of 1,000 Flutte...

Devin Sterling, Yash Patel, Samantha Zuza et al. · 0 citations

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