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TODO

Event View freezes with high-degree nodes (mega graph)

When selecting a node with many edges in the Event View, the UI freezes.

Lossless graph compression

  • Implement edge grouping: collapse N edges of the same type between the same pair (src, dst) into a single edge with metadata count, first_ts, last_ts
  • Edge pagination in the view: load only the first N visible edges, lazy-load the rest on demand
  • Adaptive level of detail: if a node has >500 edges, show a summary grouped by type/destination instead of all individual edges

Intelligent suspicious detection system

  • Not only highlight nodes that satisfy the hypothesis, but also detect and highlight anomalous behavior within the results:
    • Nodes with unusual temporal patterns (bursts, off-hours activity)
    • Entities that appear in multiple distinct attack chains
    • Relationships with atypical metadata compared to the graph baseline
    • Composite score combining: centrality + frequency of appearance in results + temporal deviation
  • Visualization: color gradient or visual indicator that distinguishes "satisfies hypothesis" vs "satisfies hypothesis AND is suspicious"