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Colonel Clustered: Finding Outliers in Burp Intruder

ID: 89d397c0-dc3c-5cf0-8dd1-3fb2e1c09b70

STIX ID: report--89d397c0-dc3c-5cf0-8dd1-3fb2e1c09b70

Feed Name: TrustedSec blog

Date Published: 2026-01-20

Date Updated: 2026-05-01

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Colonel Clustered is a Burp Suite extension that automatically clusters Intruder request/response pairs by response-content similarity to surface subtle differences that size/status/time metrics miss; it uses a fast DBSCAN-based algorithm with an optional deeper similarity-matrix analysis, content-type-specific tokenizers, example workflows demonstrating needle-in-haystack detection, and is available open-source on GitHub (submitted to the BApp store).

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