# A Quantitative Analysis of Graph Representation Strategies for Cyber Attack Detection

**Published:** October 6, 2026
**Author:** Ali Melih Kanca, Ilker Turker
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/a-quantitative-analysis-of-graph-representation-strategies-for-cyber-att

Graph based cyber attack detection studies employ various graph construction and representation strategies across different cybersecurity application domains. This diversity motivates a quantitative examination of how representation strategies are distributed across these…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.04019)

**Tags:** #arXiv

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