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REGION REPORT — North West - Singapore · north west - singapore

First sighted: April 30, 2023, 3 a.m. · Last sighted: March 2, 2026, 2 a.m.

Risk
100 (high)
Total hits
4660092
Total errors
444365
Distinct IPs
48455
Distinct ASNs
101
Country
Singapore
Region
North West
Top Org
N/A
Top ASN
N/A
Risk Rank
#3 / 3208
Geo Coverage
100.0%
Confidence
92/100
Push Alert
Watch
Briefing Notes
  • North West - Singapore: risk 100 (high).
  • Risk rank #3 of 3208 regions.
  • Coverage 100.0% geolocated, confidence 92/100.
  • Push alert posture: Watch (Moderate risk or recent activity).

Risk

Model: v1 Computed: 2026-03-05 10:52:45
Risk score
100
Risk gradient
Key drivers are enriched against the published annotator catalog when available; otherwise sensible defaults are used.
Annotator influence radar
Rendering annotator influence profile…
Normalized contribution (0..1) per annotator versus robust per-code envelope.
Key drivers
Automated client behavior
Traffic patterns strongly suggest automation rather than a human-operated browser.
bot
Hits 155902
Points 77907.00
Sensitive file probing
Requests target commonly sensitive files, configs, backups, or administrative resources.
sfp
Hits 7341
Points 59225.32
Path traversal attempts
Request paths/parameters resemble attempts to access files outside intended directories.
trav
Hits 3286
Points 24112.40
Command injection attempts
Request content resembles attempts to execute OS commands via an application.
cmdi
Hits 852
Points 18383.80
Credential brute forcing
Repeated authentication attempts consistent with password guessing or credential stuffing.
cred
Hits 4765
Points 16141.40
Scan velocity
High request rate and broad endpoint coverage suggest scanning or automated enumeration.
scan_velocity
Hits 3444
Points 9345.60
User-Agent anomaly
User-Agent signals look missing, inconsistent, or indicative of non-browser tooling.
ua
Hits 56239
Points 7473.80
Request size anomaly
Requests are unusually large or shaped in a way that suggests abuse or automation.
request_size
Hits 7885
Points 6528.24
Protocol anomaly
Request structure or protocol-level signals deviate from typical browser HTTP traffic.
proto
Hits 4164
Points 3846.88
SQL injection attempts
Input patterns resemble attempts to manipulate SQL queries via application parameters.
sqli
Hits 17
Points 384.00
Firewall probing
Traffic behavior suggests probing of access controls and protected surfaces.
fwprobe
Hits 29
Points 318.60
HTTP method anomaly
Unusual or unexpected HTTP methods observed for the target endpoints.
method
Hits 580
Points 223.44

Top Organizations Operating In The Region

Most-observed organizations in this region
No org rollups available.

Traffic

Rollup

Daily activity (hits per day) and basic HTTP rollup counters for this region.

Loading activity…
Daily activity (hits per day). Total in window: —.
Traffic rollup
HTTP status classes, URL diversity, and totals.
2xx
3261588
3xx
906248
4xx
302943
5xx
141422
Unique URLs
0
Total hits
4660092
First seen
April 30, 2023, 3 a.m.
Last seen
March 2, 2026, 2 a.m.

HTTP Status Breakdown

Response mix grouped by status class (2xx/3xx/4xx/5xx). Uses totals aggregation and renders a donut.

Loading status mix…
Running one aggregation and rendering the chart.

Geolocation

Live geolocation and map tiles auto-load for this region snapshot (peer IPs with coordinates).

Loading map…

Top Autonomous System Networks

Most-observed networks in this region
No ASN rollups available.