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CITY REPORT — Lausanne / Vaud / Switzerland · Lausanne / Vaud / Switzerland

First sighted: Sept. 21, 2023, 3 a.m. · Last sighted: March 2, 2026, 2 a.m.

Risk
24 (low)
Total hits
316
Total errors
49
Distinct IPs
72
Distinct ASNs
6
Country
Switzerland
Region
Vaud
City
Lausanne

Risk

Model: v1 Computed: 2026-03-04 18:16:17
Risk score
24
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
Sensitive file probing
Requests target commonly sensitive files, configs, backups, or administrative resources.
sfp
Hits 14
Points 123.20
Credential brute forcing
Repeated authentication attempts consistent with password guessing or credential stuffing.
cred
Hits 21
Points 69.30
Automated client behavior
Traffic patterns strongly suggest automation rather than a human-operated browser.
bot
Hits 51
Points 25.50
User-Agent anomaly
User-Agent signals look missing, inconsistent, or indicative of non-browser tooling.
ua
Hits 54
Points 12.64
Request size anomaly
Requests are unusually large or shaped in a way that suggests abuse or automation.
request_size
Hits 6
Points 2.16
Scan velocity
High request rate and broad endpoint coverage suggest scanning or automated enumeration.
scan_velocity
Hits 2
Points 1.80
Referrer abuse
Referrer patterns look manipulated, irrelevant, or inconsistent with normal navigation.
ref
Hits 5
Points 0.90

Top Organizations Operating In The City

Most-observed organizations in this city
Digitale Gesellschaft Swisscom (Schweiz) AG Salt Mobile SA Elca Informatique SA Citycable Access sunrise - TDC Communications AG Sunrise - TDC Switzerland AG Swisscom (Switzerland) Ltd. Swisscom AG ORG_UNKNOWN PULSEHEBERG-LAUSANNE sunrise Communications AG

Traffic

Rollup

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

Loading activity…
Daily activity (hits per day). Total in window: —.
Traffic rollup
HTTP status classes, URL diversity, and totals.
2xx
196
3xx
44
4xx
38
5xx
11
Unique URLs
0
Total hits
316
First seen
Sept. 21, 2023, 3 a.m.
Last seen
March 2, 2026, 2 a.m.

Annotators (All-time)

Heatmap of annotator × severity. Darker cells mean more volume in that band. Tip: switch to Weighted points to see what drives impact (not just noise).

Severity →
Low High
Sensitive file probing sfp
Requests target commonly sensitive files, configs, backups, or administrative resources.
hits 14 pts 123.20
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
40 14 1 123.20 May 29, 2025, 6:05 p.m. May 29, 2025, 6:05 p.m.
sensitive_file 14
Credential brute forcing cred
Repeated authentication attempts consistent with password guessing or credential stuffing.
hits 21 pts 69.30
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
10 7 1 38.50 Nov. 12, 2023, 4:30 p.m. Feb. 20, 2026, 7:19 a.m.
cred 7
8 7 1 30.80 Nov. 12, 2023, 4:30 p.m. Feb. 20, 2026, 7:19 a.m.
cred 7
0 7 1 0.00 Nov. 12, 2023, 4:30 p.m. Feb. 20, 2026, 7:19 a.m.
cred 7
Automated client behavior bot
Traffic patterns strongly suggest automation rather than a human-operated browser.
hits 51 pts 25.50
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
10 51 1 25.50 Oct. 24, 2023, 6:36 a.m. Dec. 22, 2023, 1:10 a.m.
bot 51
User-Agent anomaly ua
User-Agent signals look missing, inconsistent, or indicative of non-browser tooling.
hits 54 pts 12.64
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
12 51 1 12.24 Oct. 24, 2023, 6:36 a.m. Dec. 22, 2023, 1:10 a.m.
ua 51
6 2 1 0.24 Sept. 8, 2024, 8:28 a.m. Feb. 3, 2025, 7:57 p.m.
ua 2
8 1 1 0.16 March 12, 2025, 12:16 a.m. March 12, 2025, 12:16 a.m.
ua 1
Request size anomaly request_size
Requests are unusually large or shaped in a way that suggests abuse or automation.
hits 6 pts 2.16
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
12 3 1 2.16 Feb. 3, 2025, 7:58 p.m. March 14, 2025, 9:44 p.m.
request_size 3
0 3 1 0.00 Feb. 3, 2025, 7:57 p.m. March 14, 2025, 9:43 p.m.
request_size 3
Scan velocity scan_velocity
High request rate and broad endpoint coverage suggest scanning or automated enumeration.
hits 2 pts 1.80
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
10 1 1 1.80 May 29, 2025, 6:05 p.m. May 29, 2025, 6:05 p.m.
scan_velocity 1
0 1 1 0.00 May 29, 2025, 6:05 p.m. May 29, 2025, 6:05 p.m.
scan_velocity 1
Referrer abuse ref
Referrer patterns look manipulated, irrelevant, or inconsistent with normal navigation.
hits 5 pts 0.90
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
6 5 1 0.90 Nov. 12, 2023, 4:30 p.m. Dec. 2, 2023, 4:16 p.m.
ref 5

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 Org snapshot (peer IPs with coordinates).

Loading map…

Top Autonomous System Networks

Most-observed networks in this city
AS559 · SWITCH AS3303 · Swisscom (Switzerland) Ltd AS15796 · Salt Mobile SA AS6730 · Sunrise GmbH AS34781 · Services Industriels de Lausanne (SIL) AS62000 · Netrix

Interesting IPs

Top risky peers inside this city (latest snapshot). Sorted by risk score, then hits.

195.176.3.24 low
Open report
16 /100
Last seen 2025-05-30 03:00
Hits
31
Errors
13
Country
Switzerland
ASN
AS559
AS Org
SWITCH
195.176.3.19 low
Open report
4 /100
Last seen 2024-01-02 02:00
Hits
56
Errors
0
Country
Switzerland
ASN
AS559
AS Org
SWITCH
195.176.3.20 low
Open report
1 /100
Last seen 2023-12-17 02:00
Hits
6
Errors
0
Country
Switzerland
ASN
AS559
AS Org
SWITCH
213.55.223.27 low
Open report
0 /100
Last seen 2025-03-15 02:00
Hits
17
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
178.197.202.161 low
Open report
0 /100
Last seen 2024-04-20 03:00
Hits
16
Errors
4
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
193.72.144.226 low
Open report
0 /100
Last seen 2025-03-26 02:00
Hits
15
Errors
1
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
178.197.195.15 low
Open report
0 /100
Last seen 2025-02-04 02:00
Hits
15
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.221.77 low
Open report
0 /100
Last seen 2024-09-09 03:00
Hits
15
Errors
2
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
188.61.247.39 low
Open report
0 /100
Last seen 2024-09-29 03:00
Hits
13
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
178.197.199.37 low
Open report
0 /100
Last seen 2024-12-02 02:00
Hits
12
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.233.61 low
Open report
0 /100
Last seen 2024-10-13 03:00
Hits
12
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
213.55.222.205 low
Open report
0 /100
Last seen 2024-09-16 03:00
Hits
11
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
188.154.166.199 low
Open report
0 /100
Last seen 2026-02-20 02:00
Hits
9
Errors
0
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
178.197.195.199 low
Open report
0 /100
Last seen 2025-03-26 02:00
Hits
9
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
85.218.109.213 low
Open report
0 /100
Last seen 2026-02-26 02:00
Hits
6
Errors
0
Country
Switzerland
ASN
AS34781
AS Org
Services Industriels de Lausanne (SIL)
85.218.119.213 low
Open report
0 /100
Last seen 2023-11-07 02:00
Hits
6
Errors
0
Country
Switzerland
ASN
AS34781
AS Org
Services Industriels de Lausanne (SIL)
213.55.222.128 low
Open report
0 /100
Last seen 2026-02-15 02:00
Hits
3
Errors
3
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
188.63.176.95 low
Open report
0 /100
Last seen 2026-02-22 02:00
Hits
2
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.220.115 low
Open report
0 /100
Last seen 2026-02-21 02:00
Hits
2
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
84.226.132.24 low
Open report
0 /100
Last seen 2026-02-16 02:00
Hits
2
Errors
0
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
213.55.221.194 low
Open report
0 /100
Last seen 2026-02-09 02:00
Hits
2
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
178.193.8.123 low
Open report
0 /100
Last seen 2026-02-08 02:00
Hits
2
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
178.197.198.170 low
Open report
0 /100
Last seen 2026-02-08 02:00
Hits
2
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
62.167.99.40 low
Open report
0 /100
Last seen 2026-02-07 02:00
Hits
2
Errors
1
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
84.226.138.68 low
Open report
0 /100
Last seen 2026-02-07 02:00
Hits
2
Errors
0
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
213.55.237.27 low
Open report
0 /100
Last seen 2026-02-02 02:00
Hits
2
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
193.168.144.46 low
Open report
0 /100
Last seen 2026-03-02 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS62000
AS Org
Netrix
213.55.223.108 low
Open report
0 /100
Last seen 2026-02-25 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
213.55.223.132 low
Open report
0 /100
Last seen 2026-02-22 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
83.77.22.251 low
Open report
0 /100
Last seen 2026-02-21 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
83.77.112.84 low
Open report
0 /100
Last seen 2026-02-21 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.233.243 low
Open report
0 /100
Last seen 2026-02-20 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
188.61.140.57 low
Open report
0 /100
Last seen 2026-02-19 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.223.205 low
Open report
0 /100
Last seen 2026-02-18 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
188.60.188.130 low
Open report
0 /100
Last seen 2026-02-17 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.223.111 low
Open report
0 /100
Last seen 2026-02-16 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
188.154.138.124 low
Open report
0 /100
Last seen 2026-02-15 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
62.167.76.202 low
Open report
0 /100
Last seen 2026-02-14 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
84.226.212.203 low
Open report
0 /100
Last seen 2026-02-14 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
188.62.41.72 low
Open report
0 /100
Last seen 2026-02-14 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.220.72 low
Open report
0 /100
Last seen 2026-02-14 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
213.55.223.22 low
Open report
0 /100
Last seen 2026-02-14 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
83.76.3.124 low
Open report
0 /100
Last seen 2026-02-13 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.221.8 low
Open report
0 /100
Last seen 2026-02-13 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
213.55.222.253 low
Open report
0 /100
Last seen 2026-02-13 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
213.55.223.112 low
Open report
0 /100
Last seen 2026-02-13 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
178.193.254.50 low
Open report
0 /100
Last seen 2026-02-12 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
178.194.201.103 low
Open report
0 /100
Last seen 2026-02-12 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
178.199.208.223 low
Open report
0 /100
Last seen 2026-02-12 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
188.61.48.228 low
Open report
0 /100
Last seen 2026-02-12 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.223.20 low
Open report
0 /100
Last seen 2026-02-12 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
213.55.237.157 low
Open report
0 /100
Last seen 2026-02-09 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
178.197.194.232 low
Open report
0 /100
Last seen 2026-02-08 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
188.62.116.189 low
Open report
0 /100
Last seen 2026-02-08 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
85.218.113.158 low
Open report
0 /100
Last seen 2026-02-07 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS34781
AS Org
Services Industriels de Lausanne (SIL)
188.60.74.89 low
Open report
0 /100
Last seen 2026-02-07 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
188.61.122.70 low
Open report
0 /100
Last seen 2026-02-07 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
188.154.167.5 low
Open report
0 /100
Last seen 2026-02-07 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
213.55.221.132 low
Open report
0 /100
Last seen 2026-02-07 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
31.164.174.106 low
Open report
0 /100
Last seen 2026-02-02 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
188.154.168.128 low
Open report
0 /100
Last seen 2026-02-02 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS6730
AS Org
Sunrise GmbH
213.55.221.128 low
Open report
0 /100
Last seen 2026-02-02 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
178.197.195.45 low
Open report
0 /100
Last seen 2026-02-01 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
178.197.194.113 low
Open report
0 /100
Last seen 2026-01-30 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
178.197.195.41 low
Open report
0 /100
Last seen 2026-01-29 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
188.61.118.161 low
Open report
0 /100
Last seen 2026-01-29 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.233.174 low
Open report
0 /100
Last seen 2026-01-28 02:00
Hits
1
Errors
1
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA
178.193.222.137 low
Open report
0 /100
Last seen 2026-01-26 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
192.26.29.215 low
Open report
0 /100
Last seen 2025-04-12 03:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS559
AS Org
SWITCH
188.61.53.129 low
Open report
0 /100
Last seen 2025-03-12 02:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
178.193.21.139 low
Open report
0 /100
Last seen 2024-10-05 03:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS3303
AS Org
Swisscom (Switzerland) Ltd
213.55.233.45 low
Open report
0 /100
Last seen 2024-10-03 03:00
Hits
1
Errors
0
Country
Switzerland
ASN
AS15796
AS Org
Salt Mobile SA