other

HDBSCAN

Density-based hierarchical clustering algorithm that finds groups of varying density and leaves sparse points labelled as noise.

Known aliases

Hierarchical Density-Based Spatial Clustering of Applications with Noise

Relationships

No evidence-backed relationships are recorded.

Current clusters

security1 publisher

Unit 42 sorted 40,000 cloud identities into job roles using two months of CloudTrail

Two months of AWS audit logs from 125 environments went through UMAP and HDBSCAN to group more than 40,000 identities by what they actually did, and the classification rules that fell out run in plain SQL.

Publishers:unit42.paloaltonetworks.com

Reality

Evidence45
Adoption18
Hype gap+20
Incentives80
Confidence60