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cs.AI2026
A Quantitative Analysis of Graph Representation Strategies for Cyber Attack Detection
Ali Melih Kanca, Ilker Turker
Graph based cyber attack detection studies employ various graph construction and representation strategies across different cybersecurity application domains. This diversity motiva…
cs.AI2026
A Multi Method Importance and Performance Efficiency Analysis of Topological Metrics for Natural Visibility Graph Based Cyber Attack Detection
Ali Melih Kanca, Ilker Turker
Natural Visibility Graph (NVG) based analysis characterizes network traffic through topological descriptors reflecting different structural properties. However, not all descriptors…