Injecting Semantic Background Knowledge into Neural Networks using Graph Embeddings. - Konstantin Ziegler; Olivier Caelen; Mathieu Garchery; Michael Granitzer; Liyun He-Guelton; Johannes Jurgovsky; Pierre-Edouard Portier; Stefan Zwicklbauer (WETICE, 2017)

On the influence of categorical features in ranking anomalies using mixed data. - Mathieu Garchery; Michael Granitzer (KES, 2018)

Identifying and Clustering Users for Unsupervised Intrusion Detection in Corporate Audit Sessions. - Mathieu Garchery; Michael Granitzer (ICCC, 2019)

Improving Intrusion Detection Systems using Zero-Shot Recognition via Graph Embeddings. - Saber Zerhoudi; Michael Granitzer; Mathieu Garchery (COMPSAC, 2020)

ADSAGE: Anomaly Detection in Sequences of Attributed Graph Edges applied to insider threat detection at fine-grained level. - Mathieu Garchery; Michael Granitzer (CoRR, 2020)

User-centered intrusion detection using heterogeneous data. - Mathieu Garchery (2021)