Network Risk Estimation: A Risk Estimation Paradigm for Cyber Networks

arXiv:2501.16487 · eess.SY, cs.SY · Submitted 2025-01-27 · Read on arXiv

eess.SY, cs.SY

Submitted: 2025-01-27

Updated: 2025-01-27

Code: https://github.com/ab126/NRE

Terminology

• Accuracy — 6× in this paper · explained in 1 episode
• Number of Packets Received — 4× in this paper
• AUC — 3× in this paper · explained in 2 episodes
• Aggregation — 3× in this paper · explained in 1 episode
• Causal Discovery — 3× in this paper · explained in 2 episodes
• Sparsity — 2× in this paper · explained in 4 episodes
• Area Under the Curve — 1× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• Clustering — 1× in this paper · explained in 2 episodes
• Computational overhead — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes

Sources

• Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms

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