FINDING #4526 · UNIT ID 1171719327
k8scout/k8scout
Drop a single binary into a compromised Kubernetes pod and instantly map every realistic attack path to cluster-admin, node escape, secret theft, and cloud IAM takeover.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
98% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
2.11
ACCEL
-0.08
RETENTION
5.0%
PEAK 2026-04-17 · FORK-RETENTION 0.0% · 190 STARS / WINDOW
Author Audience
AUDIENCE
51
FOLLOWERS
6
OWNER ★
194
Engagement Signals
FORKS
22
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 190 / 190 (DIVERSITY 1.00)
Why This Is A Finding
k8scout/k8scout собрал 190 звёзд за окно, тогда как у автора всего 6 подписчиков — эффективная аудитория ≈ 51. Это даёт surprise-индекс 0.0233 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 29% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 29%
VELOCITY2.113.99-1.88ABOVE 20%
RETENTION5.0%17.1%-12.1 PPABOVE 12%
FORKS2290-67ABOVE 13%
SURPRISE0.020.01+0.01ABOVE 70%