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Graph Analytics in Cyber Defense
Status: Article in Progress
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Category: Graph Analytics
Article In Progress
This upcoming write-up focuses on practical sharing of graph analytics for active cyber defense: moving past theoretical schema models into real-world attack graph traversal, identity reachability, and automated containment pathways.
Upcoming Topics Covered
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Attack Path & Traversal Analytics: Querying multi-hop identity and access paths (e.g., AD privilege escalations, lateral movement vectors) at microsecond speeds.
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In-Memory vs Relational Bottlenecks: Why relational multi-join table queries choke during dynamic incident response, and how graph topology simplifies complex dependency traversal.
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Custom Traversal & Containment Procedures: Writing native procedures (C++, Rust, Python) directly against graph nodes to pinpoint minimum-cut containment choke points.