Country
SG
first seen 2026-06-11 00:53 · last seen 2026-09-17 20:01 · JSON
Last 7 days (316 observations)
Distinct clients per day (last 30 days, peak 50/day)
Distinct clients are counted by IP-hash per complete UTC day — unlike observation counts this is insensitive to one chatty client, but NAT merges clients and address rotation splits them.
Decomposed attributes
| Country | Singapore |
|---|
Co-observed signals
Signals from other families seen in the same observation. A fingerprint spread thinly across many lower-layer signatures is a classic inconsistency signal.
TLS ClientHello (JA4)
| fingerprint | co-occurrences |
|---|---|
t13d131100_f57a46bbacb6_e5728521abd4 | 1232 |
t13d3111h2_e8f1e7e78f70_5ac7197df9d2 | 696 |
t13d1516h2_8daaf6152771_d8a2da3f94cd Match?Exact match in Thumbprint's published controlled catalog captures: chromium 149.0.7827.102, chrome 149.0.7827.102, chrome 149.0.7827.156, +25 more.The fingerprint page shows the full measured match list. More on the catalog. | 416 |
t12d610700_8a10cb45a794_4446390ac224 | 148 |
t13d1812h1_85036bcba153_b26ce05bbdd6 | 85 |
t13d2913h1_723694b0fccc_5671b5df5029 | 76 |
t13d131200_f57a46bbacb6_9249cab70c77 | 59 |
t13d1313h2_f57a46bbacb6_9249cab70c77 | 53 |
t13d1516h2_8daaf6152771_806a8c22fdea Match?Exact match in Thumbprint's published controlled catalog captures: chrome 150.0.7871.187, chrome 151.0.7922.137, chromium 151.0.7922.34, +24 more.The fingerprint page shows the full measured match list. More on the catalog. | 46 |
t13d1312h2_f57a46bbacb6_ab7e3b40a677 Match?Exact match in Thumbprint's published controlled catalog captures: go-net/http 1.26.6, go-net/http 1.26.8, go-net/http 1.26.7, +5 more.The fingerprint page shows the full measured match list. More on the catalog. | 35 |
HTTP request (JA4H)
| fingerprint | co-occurrences |
|---|---|
ge11nn10zhcn_9c0cf7475f83_000000000000_000000000000 | 778 |
ge20nn030000_80b089f68b8e_000000000000_000000000000 | 698 |
ge11nr10zhcn_9c0cf7475f83_000000000000_000000000000 | 233 |
ge20nn11enus_dbdd560af68b_000000000000_000000000000 | 158 |
ge11nn040000_4f6f4aad0c1e_000000000000_000000000000 | 143 |
ge11nn08zhcn_bd35aedc6348_000000000000_000000000000 | 86 |
ge11nn07enus_6f5b1826d533_000000000000_000000000000 | 79 |
ge11nn10zhcn_986c3fb09fa9_000000000000_000000000000 | 64 |
ge11nr08zhcn_bd35aedc6348_000000000000_000000000000 | 53 |
ge20nr12enus_54b4638ab28b_000000000000_000000000000 Match?Exact match in Thumbprint's published controlled catalog captures: chrome 150.0.7871.187, chrome 151.0.7922.137, edge 151.0.4129.93, +36 more.The fingerprint page shows the full measured match list. More on the catalog. | 51 |
HTTP/2 frames (Akamai)
| fingerprint | co-occurrences |
|---|---|
1:4096;2:0;5:16384;6:131072;3:100;4:65536|26148865|0|m,s,p,a | 696 |
1:65536;2:0;4:6291456;6:262144|15663105|1:1:0:220|m,a,s,p Match?Exact match in Thumbprint's published controlled catalog captures: chrome 150.0.7871.187, chromium 149.0.7827.102, chrome 149.0.7827.102, +59 more.The fingerprint page shows the full measured match list. More on the catalog. | 208 |
1:65536;2:0;4:6291456;6:262144|15663105|1:1:0:256|m,a,s,p Match?Exact match in Thumbprint's published controlled catalog captures: chromium 131.0.6778.33, chromium 151.0.7922.34, chrome 151.0.7922.137, +43 more.The fingerprint page shows the full measured match list. More on the catalog. | 192 |
1:65536;2:0;3:1000;4:6291456;6:262144|15663105|1:1:0:256|m,a,s,p | 66 |
2:0;4:4194304;5:16384;6:10485760|1073741824|0|a,m,p,s Match?Exact match in Thumbprint's published controlled catalog captures: go-net/http 1.26.6, go-net/http 1.26.8, go-net/http 1.26.7, +6 more.The fingerprint page shows the full measured match list. More on the catalog. | 36 |
2:0;3:1;4:8388608;5:65536|8323073|0|m,s,a,p | 23 |
1:65536;2:0;4:131072;5:16384|12517377|3:0:0:42|m,p,a,s Match?Exact match in Thumbprint's published controlled catalog captures: firefox 154.0, firefox 152.0.5, firefox 152.0.1, +3 more.The fingerprint page shows the full measured match list. More on the catalog. | 17 |
2:0;4:4194304;5:16384;6:262144;1:65536|1073741824|0|a,m,p,s | 14 |
3:100;4:1073741824;2:0|1073676289|0|m,p,s,a | 13 |
3:100;4:10485760;2:0|1048510465|0|m,s,a,p Match?Exact match in Thumbprint's published controlled catalog captures: curl 8.7.1, curl 8.5.0.The fingerprint page shows the full measured match list. More on the catalog. | 11 |
TCP SYN (p0f)
TCP SYN (JA4T)
| fingerprint | co-occurrences |
|---|---|
29200_2-4-8-1-3_1424_7 | 867 |
65535_2-4-8-1-3_1380_8 | 697 |
64240_2-4-8-1-3_1460_7 | 310 |
25380_2-4-8-1-3_1424_7 | 135 |
42340_2-4-8-1-3_1460_10 | 135 |
35844_2-4-8-1-3_1460_10 | 114 |
65535_2-1-3-1-1-4_1460_8 | 104 |
42600_2-4-8-1-3_1420_9 | 59 |
64240_2-1-1-4-1-3_1460_9 | 54 |
62720_2-1-3-1-1-4_8960_8 | 52 |
QUIC transport params
| fingerprint | co-occurrences |
|---|---|
q12_97eeb91f9c98 Match?Exact match in Thumbprint's published controlled catalog captures: chrome 150.0.7871.187, chrome 151.0.7922.137, chromium 151.0.7922.34, +41 more.The fingerprint page shows the full measured match list. More on the catalog. | 24 |
q13_b3b195fe7bab Match?Exact match in Thumbprint's published controlled catalog captures: chrome 150.0.7871.187, edge 151.0.4129.93, chrome 151.0.7922.170, +32 more.The fingerprint page shows the full measured match list. More on the catalog. | 10 |
q12_022106b74856 Match?Exact match in Thumbprint's published controlled catalog captures: firefox 153.0, firefox 153.0.3, firefox 154.0, +25 more.The fingerprint page shows the full measured match list. More on the catalog. | 5 |
q12_fcf871be5fee Match?Exact match in Thumbprint's published controlled catalog captures: chromium 145.0.7632.6, chromium 143.0.7499.4, chromium 141.0.7390.37, +5 more.The fingerprint page shows the full measured match list. More on the catalog. | 4 |
q13_dd847bf90808 | 2 |
q12_67a81e69c992 | 2 |
q11_76f709dc036e Match?Exact match in Thumbprint's published controlled catalog captures: chromium 148.0.7778.96, chromium 147.0.7727.15.The fingerprint page shows the full measured match list. More on the catalog. | 2 |
q07_e80dd4933807 Match?Exact match in Thumbprint's published controlled catalog captures: safari 26.5.2, urlsession 6.3.3, safari 26.4, +2 more.The fingerprint page shows the full measured match list. More on the catalog. | 2 |
q13_1ba31b10e88d | 1 |
User-Agent
Network (ASN)
| fingerprint | co-occurrences |
|---|---|
AS132203 · Tencent Building, Kejizhongyi Avenue | 1232 |
AS32934 · Facebook, Inc. | 696 |
AS16509 · Amazon.com, Inc. | 271 |
AS212238 · Datacamp Limited | 167 |
AS396982 · Google LLC | 127 |
AS31898 · Oracle Corporation | 117 |
AS45102 · Alibaba (US) Technology Co., Ltd. | 106 |
AS9506 · Singtel Fibre Broadband | 100 |
AS213476 · Litlink UAB | 54 |
AS14061 · DigitalOcean, LLC | 47 |
Cross-transport links
TLS ClientHello fingerprints observed from the same client via the beacon's correlation id on the other transport (e.g. this stack over TCP ↔ that stack over QUIC).