Tool Demo: Topology analysis with GPML for detection of cyberattacks in Water Distribution Networks

arXiv:2608.05902 · cs.CR · Submitted 2026-08-06 · Read on arXiv

Majed Jaber, Abdul Qadir Khan, Ankush Meshram, Julien Michel, Côme Frappé - - Vialatoux, Pierre Parrend

ICube-Réseaux · LRE, ICube · LRE, ICube · LRE, ICube · ICube, LRE · ICube, LRE

cs.CR

Submitted: 2026-08-06

Journal ref: IEEE/IFIP Network Operations and Management Symposium 2026 / MCT Management of Complex Threats, May 2026, Rome, France

Code: https://github.com/lre-security-systems-team/gpml

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Accuracy — 6× in this paper · explained in 1 episode
Graph Processing for Machine Learning — 4× in this paper
Industrial Control Systems — 2× in this paper
Matthews Correlation Coefficient — 2× in this paper
Robustness — 2× in this paper · explained in 6 episodes
XGBoost — 2× in this paper · explained in 3 episodes
Clustering — 1× in this paper · explained in 2 episodes
Conference on Emerging Technologies and Factory Automation — 1× in this paper
Consistency — 1× in this paper · explained in 3 episodes
Generalization — 1× in this paper · explained in 14 episodes
Human Machine Interface — 1× in this paper
Spectral Signature — 1× in this paper · explained in 2 episodes
Structural Properties — 1× in this paper · explained in 2 episodes
Supervisory Control And Data Acquisition — 1× in this paper
Trace — 1× in this paper · explained in 2 episodes

Sources

GPML: Graph Processing for Machine Learning

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