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CITY REPORT — Munich / Bavaria / Germany · Munich / Bavaria / Germany

First sighted: July 6, 2023, 3 a.m. · Last sighted: Dec. 18, 2025, 2 a.m.

Risk
24 (low)
Total hits
14636
Total errors
2533
Distinct IPs
95
Distinct ASNs
13
Country
Germany
Region
Bavaria
City
Munich

Risk

Model: v1 Computed: 2026-01-15 09:35:10
Risk score
24
Risk gradient
Key drivers are enriched against the published annotator catalog when available; otherwise sensible defaults are used.
Key drivers
User-Agent anomaly
User-Agent signals look missing, inconsistent, or indicative of non-browser tooling.
ua
Hits 2059
Points 247.08
Automated client behavior
Traffic patterns strongly suggest automation rather than a human-operated browser.
bot
Hits 316
Points 158.00
Request size anomaly
Requests are unusually large or shaped in a way that suggests abuse or automation.
request_size
Hits 138
Points 23.16
Credential brute forcing
Repeated authentication attempts consistent with password guessing or credential stuffing.
cred
Hits 6
Points 19.80

Top Organizations Operating In The City

Most-observed organizations in this city
ORG_UNKNOWN Vodafone Kabel Deutschland GmbH Technische Universitaet Muenchen Telefonica Germany GmbH & Co. Telekom Deutschland GmbH MNET iCloud Private Relay Arcor AG Vodafone GmbH Deutsche Telekom AG Telefonica O2 Germany GmbH & Co. Zscaler, Inc.

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
9829
3xx
69
4xx
2415
5xx
118
Unique URLs
6018
Total hits
14636
First seen
July 6, 2023, 3 a.m.
Last seen
Dec. 18, 2025, 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
User-Agent anomaly ua
User-Agent signals look missing, inconsistent, or indicative of non-browser tooling.
hits 2059 pts 247.08
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
6 2059 1 247.08 Oct. 4, 2023, 12:01 a.m. Aug. 7, 2025, 6:26 p.m.
ua 2059
Automated client behavior bot
Traffic patterns strongly suggest automation rather than a human-operated browser.
hits 316 pts 158.00
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
10 316 1 158.00 Sept. 17, 2024, 10:23 p.m. Aug. 2, 2025, 12:04 a.m.
bot 316
Request size anomaly request_size
Requests are unusually large or shaped in a way that suggests abuse or automation.
hits 138 pts 23.16
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
12 31 1 22.32 Nov. 12, 2024, 11:13 p.m. Aug. 7, 2025, 6:25 p.m.
request_size 31
14 1 1 0.84 Dec. 17, 2025, 5:24 p.m. Dec. 17, 2025, 5:24 p.m.
request_size 1
0 106 1 0.00 Dec. 25, 2024, 2:02 p.m. Dec. 17, 2025, 5:24 p.m.
request_size 106
Credential brute forcing cred
Repeated authentication attempts consistent with password guessing or credential stuffing.
hits 6 pts 19.80
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
10 2 1 11.00 Jan. 6, 2024, 6:44 a.m. Nov. 1, 2024, 4:06 a.m.
cred 2
8 2 1 8.80 Jan. 6, 2024, 6:44 a.m. Nov. 1, 2024, 4:06 a.m.
cred 2
0 2 1 0.00 Jan. 6, 2024, 6:44 a.m. Nov. 1, 2024, 4:06 a.m.
cred 2

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
AS12816 · Leibniz-Rechenzentrum AS3209 · Vodafone GmbH AS6805 · Telefonica Germany GmbH & Co.OHG AS3320 · Deutsche Telekom AG AS8767 · M-net Telekommunikations GmbH AS36183 · Akamai Technologies, Inc. AS62044 · Zscaler Switzerland GmbH AS8881 · 1&1 Versatel GmbH AS13335 · Cloudflare, Inc. AS12337 · noris network AG AS31103 · Keyweb AG AS34081 · INCUBATEC GmbH - Srl

Interesting IPs

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

178.25.244.194 low
Open report
6 /100
Last seen 2025-04-10 03:00
Hits
313
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
138.246.238.134 low
Open report
2 /100
Last seen 2025-07-05 03:00
Hits
2920
Errors
632
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
138.246.237.125 low
Open report
2 /100
Last seen 2025-07-05 03:00
Hits
2553
Errors
506
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
138.246.237.69 low
Open report
2 /100
Last seen 2025-07-05 03:00
Hits
2429
Errors
449
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
138.246.237.240 low
Open report
2 /100
Last seen 2025-07-05 03:00
Hits
2356
Errors
406
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
138.246.238.87 low
Open report
2 /100
Last seen 2025-07-05 03:00
Hits
2230
Errors
382
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
138.246.253.24 low
Open report
0 /100
Last seen 2025-12-18 02:00
Hits
401
Errors
64
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
95.117.19.56 low
Open report
0 /100
Last seen 2025-03-21 02:00
Hits
132
Errors
4
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
95.91.249.11 low
Open report
0 /100
Last seen 2024-12-28 02:00
Hits
66
Errors
8
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
172.226.108.48 low
Open report
0 /100
Last seen 2025-08-02 03:00
Hits
51
Errors
0
Country
Germany
ASN
AS36183
AS Org
Akamai Technologies, Inc.
80.187.81.16 low
Open report
0 /100
Last seen 2025-01-16 02:00
Hits
51
Errors
0
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG
80.187.86.43 low
Open report
0 /100
Last seen 2025-04-24 03:00
Hits
49
Errors
0
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG
95.117.180.139 low
Open report
0 /100
Last seen 2025-06-27 03:00
Hits
46
Errors
0
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
95.91.236.205 low
Open report
0 /100
Last seen 2025-03-03 02:00
Hits
40
Errors
1
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
88.217.180.191 low
Open report
0 /100
Last seen 2024-09-26 03:00
Hits
39
Errors
2
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
95.91.237.239 low
Open report
0 /100
Last seen 2024-11-27 02:00
Hits
37
Errors
1
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
138.246.239.98 low
Open report
0 /100
Last seen 2025-07-05 03:00
Hits
35
Errors
0
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
138.246.239.15 low
Open report
0 /100
Last seen 2025-07-03 03:00
Hits
35
Errors
6
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
138.246.3.112 low
Open report
0 /100
Last seen 2025-05-22 03:00
Hits
34
Errors
0
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
80.187.85.104 low
Open report
0 /100
Last seen 2024-10-04 03:00
Hits
34
Errors
12
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG
188.195.218.39 low
Open report
0 /100
Last seen 2025-01-07 02:00
Hits
33
Errors
7
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
138.246.239.187 low
Open report
0 /100
Last seen 2025-07-05 03:00
Hits
32
Errors
0
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
95.90.196.252 low
Open report
0 /100
Last seen 2025-02-14 02:00
Hits
32
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
95.91.251.69 low
Open report
0 /100
Last seen 2024-09-19 03:00
Hits
32
Errors
8
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
95.91.255.10 low
Open report
0 /100
Last seen 2024-09-07 03:00
Hits
32
Errors
2
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
176.2.190.176 low
Open report
0 /100
Last seen 2025-08-08 03:00
Hits
29
Errors
0
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
92.72.51.145 low
Open report
0 /100
Last seen 2025-01-10 02:00
Hits
29
Errors
1
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
217.248.62.20 low
Open report
0 /100
Last seen 2025-08-02 03:00
Hits
28
Errors
0
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG
95.90.194.77 low
Open report
0 /100
Last seen 2024-11-13 02:00
Hits
26
Errors
3
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
77.7.19.122 low
Open report
0 /100
Last seen 2024-02-06 02:00
Hits
24
Errors
2
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
82.140.0.94 low
Open report
0 /100
Last seen 2025-09-13 03:00
Hits
23
Errors
12
Country
Germany
ASN
AS8881
AS Org
1&1 Versatel GmbH
95.114.17.38 low
Open report
0 /100
Last seen 2025-01-14 02:00
Hits
22
Errors
3
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
77.2.214.66 low
Open report
0 /100
Last seen 2025-04-25 03:00
Hits
21
Errors
0
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
109.43.50.48 low
Open report
0 /100
Last seen 2023-09-25 03:00
Hits
20
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
138.246.239.243 low
Open report
0 /100
Last seen 2025-07-05 03:00
Hits
19
Errors
2
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
62.216.210.194 low
Open report
0 /100
Last seen 2025-02-18 02:00
Hits
18
Errors
0
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
82.135.87.59 low
Open report
0 /100
Last seen 2025-01-31 02:00
Hits
17
Errors
0
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
92.78.104.8 low
Open report
0 /100
Last seen 2024-12-26 02:00
Hits
17
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
95.117.182.9 low
Open report
0 /100
Last seen 2025-02-10 02:00
Hits
16
Errors
2
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
212.114.247.210 low
Open report
0 /100
Last seen 2025-12-18 02:00
Hits
15
Errors
1
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
87.149.233.245 low
Open report
0 /100
Last seen 2025-04-28 03:00
Hits
15
Errors
0
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG
147.161.168.255 low
Open report
0 /100
Last seen 2025-04-24 03:00
Hits
15
Errors
0
Country
Germany
ASN
AS62044
AS Org
Zscaler Switzerland GmbH
147.161.170.92 low
Open report
0 /100
Last seen 2025-04-11 03:00
Hits
15
Errors
0
Country
Germany
ASN
AS62044
AS Org
Zscaler Switzerland GmbH
95.91.237.44 low
Open report
0 /100
Last seen 2025-04-03 03:00
Hits
15
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
95.91.250.185 low
Open report
0 /100
Last seen 2025-01-15 02:00
Hits
15
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
172.226.110.49 low
Open report
0 /100
Last seen 2025-08-02 03:00
Hits
14
Errors
0
Country
Germany
ASN
AS36183
AS Org
Akamai Technologies, Inc.
109.43.49.143 low
Open report
0 /100
Last seen 2025-01-22 02:00
Hits
14
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
82.135.87.87 low
Open report
0 /100
Last seen 2024-11-14 02:00
Hits
14
Errors
0
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
2.209.223.180 low
Open report
0 /100
Last seen 2024-09-16 03:00
Hits
14
Errors
1
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
95.90.198.211 low
Open report
0 /100
Last seen 2025-09-11 03:00
Hits
13
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
109.43.48.43 low
Open report
0 /100
Last seen 2025-07-30 03:00
Hits
13
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
138.246.239.222 low
Open report
0 /100
Last seen 2025-07-04 03:00
Hits
12
Errors
0
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
212.114.180.212 low
Open report
0 /100
Last seen 2024-12-23 02:00
Hits
12
Errors
0
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
80.187.81.168 low
Open report
0 /100
Last seen 2024-09-11 03:00
Hits
12
Errors
1
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG
147.161.170.120 low
Open report
0 /100
Last seen 2025-03-27 02:00
Hits
11
Errors
0
Country
Germany
ASN
AS62044
AS Org
Zscaler Switzerland GmbH
178.24.244.19 low
Open report
0 /100
Last seen 2024-04-30 03:00
Hits
11
Errors
1
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
93.104.186.135 low
Open report
0 /100
Last seen 2024-04-21 03:00
Hits
11
Errors
1
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
172.225.135.34 low
Open report
0 /100
Last seen 2025-08-02 03:00
Hits
8
Errors
2
Country
Germany
ASN
AS36183
AS Org
Akamai Technologies, Inc.
129.187.244.220 low
Open report
0 /100
Last seen 2024-01-07 02:00
Hits
6
Errors
3
Country
Germany
ASN
AS12816
AS Org
Leibniz-Rechenzentrum
82.135.83.115 low
Open report
0 /100
Last seen 2025-08-02 03:00
Hits
4
Errors
0
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
213.95.133.22 low
Open report
0 /100
Last seen 2025-03-28 03:00
Hits
4
Errors
0
Country
Germany
ASN
AS12337
AS Org
noris network AG
80.187.85.174 low
Open report
0 /100
Last seen 2025-01-23 02:00
Hits
4
Errors
2
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG
104.28.62.57 low
Open report
0 /100
Last seen 2025-08-03 03:00
Hits
3
Errors
1
Country
Germany
ASN
AS13335
AS Org
Cloudflare, Inc.
2.208.243.12 low
Open report
0 /100
Last seen 2025-09-22 03:00
Hits
2
Errors
0
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
178.24.250.133 low
Open report
0 /100
Last seen 2025-08-02 03:00
Hits
2
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
84.19.182.20 low
Open report
0 /100
Last seen 2025-07-21 03:00
Hits
2
Errors
0
Country
Germany
ASN
AS31103
AS Org
Keyweb AG
146.60.47.70 low
Open report
0 /100
Last seen 2025-05-27 03:00
Hits
2
Errors
0
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
79.242.61.146 low
Open report
0 /100
Last seen 2025-05-24 03:00
Hits
2
Errors
0
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG
93.104.144.31 low
Open report
0 /100
Last seen 2025-05-24 03:00
Hits
2
Errors
0
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
2.215.63.92 low
Open report
0 /100
Last seen 2025-05-23 03:00
Hits
2
Errors
0
Country
Germany
ASN
AS6805
AS Org
Telefonica Germany GmbH & Co.OHG
84.33.11.162 low
Open report
0 /100
Last seen 2025-05-15 03:00
Hits
2
Errors
0
Country
Germany
ASN
AS34081
AS Org
INCUBATEC GmbH - Srl
172.68.110.103 low
Open report
0 /100
Last seen 2025-02-05 02:00
Hits
2
Errors
1
Country
Germany
ASN
AS13335
AS Org
Cloudflare, Inc.
82.135.87.222 low
Open report
0 /100
Last seen 2024-11-19 02:00
Hits
2
Errors
1
Country
Germany
ASN
AS8767
AS Org
M-net Telekommunikations GmbH
92.72.55.233 low
Open report
0 /100
Last seen 2024-11-16 02:00
Hits
2
Errors
1
Country
Germany
ASN
AS3209
AS Org
Vodafone GmbH
80.187.86.92 low
Open report
0 /100
Last seen 2024-05-31 03:00
Hits
2
Errors
1
Country
Germany
ASN
AS3320
AS Org
Deutsche Telekom AG