[phantomstars] Fake engagement detected on this repository

[tg12]

Fake Engagement Alert for danielmiessler/Personal_AI_Infrastructure

phantomstars has detected a likely fake star/fork campaign targeting this repository.

Scan date: 2026-06-09

Summary

Metric	Value
Engagers scanned (24 h window)	293
Likely fake	7 (2.4%)
Suspicious	54
Previously seen likely fake	4 (1.4%)
Repeat offenders	1
Allowlisted accounts excluded	0
Campaigns detected	1
Analysis mode	recent
Discovery sources	github_trending
Event coverage	complete
Repo classification	clean

Campaigns

Campaign ID	Members
c-9183d0a1	61

Suspect accounts

Account	Created	Score	Classification	Campaign
dehganeali549-png	2026-06-08	0.845	likely_fake	c-9183d0a1
AlexanderSteiniche	2026-06-08	0.845	likely_fake	c-9183d0a1
luojay126-source	2026-06-09	0.845	likely_fake	c-9183d0a1
m72pr6hms8-commits	2026-06-08	0.845	likely_fake	c-9183d0a1
tradinggains5018	2026-06-03	0.840	likely_fake	c-9183d0a1
vc7ttv45yr-coder	2026-06-06	0.810	likely_fake	c-9183d0a1
HyperNAE-ALT	2026-05-13	0.768	likely_fake	c-9183d0a1
tseliosdou	2026-06-07	0.725	suspicious	c-9183d0a1
rodl33makmuzikkworldwidecom-max	2026-06-08	0.725	suspicious	c-9183d0a1
coochieiana-gif	2026-05-21	0.718	suspicious	c-9183d0a1
Hackd-AI	2026-06-05	0.690	suspicious	c-9183d0a1
Digitiza	2026-05-31	0.688	suspicious	c-9183d0a1
applemere-cloud	2026-05-26	0.688	suspicious	c-9183d0a1
g7738858	2026-04-06	0.675	suspicious	c-9183d0a1
dwaynewoost	2026-04-14	0.645	suspicious	c-9183d0a1
vocrace	2026-04-27	0.645	suspicious	c-9183d0a1
emus894-del	2026-05-05	0.645	suspicious	c-9183d0a1
wpmisenheimer	2026-03-20	0.645	suspicious	c-9183d0a1
lsf047	2026-03-25	0.645	suspicious	c-9183d0a1
jordan-sectu	2026-05-08	0.645	suspicious	c-9183d0a1
nexttrace199-stack	2026-05-21	0.633	suspicious	c-9183d0a1
HotGirlLo	2026-05-25	0.627	suspicious	c-9183d0a1
dbell1439-afk	2026-06-08	0.620	suspicious	c-9183d0a1
v14940	2023-09-12	0.605	suspicious	c-9183d0a1
KAGHAN-gg	2026-05-28	0.598	suspicious	c-9183d0a1
jgillies01-cmd	2026-06-03	0.585	suspicious	c-9183d0a1
sima0029	2025-02-02	0.585	suspicious	c-9183d0a1
zsbgrfgv66-cmd	2026-02-27	0.575	suspicious	c-9183d0a1
mli88	2025-01-28	0.575	suspicious	c-9183d0a1
qingshi0916-hash	2025-09-23	0.575	suspicious	c-9183d0a1

Showing top 30 of 61 suspects by composite score.

---

All findings are probabilistic indicators, not accusations. False positives exist.
Individual accounts should be treated as suspicious signals, not confirmed fake actors.
Repo-level counts in this report exclude accounts present on the current false-positive allowlist.

Automated scan by
phantomstars.
View full dataset
Report a false positive