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ip_id
large_string
ip_address
large_string
threat_category
large_string
threat_actor
large_string
target_country
large_string
target_sector
large_string
intel_source
large_string
first_seen
large_string
last_seen
large_string
days_active
int64
confidence
large_string
severity
large_string
reports_count
int64
distinct_ports_targeted
int64
distinct_countries_targeted
int64
is_tor_exit
int64
is_vpn
int64
is_proxy
int64
has_malware_hash
int64
has_associated_domain
int64
label
int64
is_synthetic
int64
is_african_ip
int64
first_octet
int64
second_octet
int64
severity_numeric
int64
confidence_numeric
int64
is_high_severity
int64
is_critical
int64
is_high_confidence
int64
is_recent
int64
is_long_active
int64
is_very_long_active
int64
has_reports
int64
high_reports
int64
very_high_reports
int64
ports_high
int64
countries_high
int64
is_anonymized
int64
has_indicators
int64
is_c2
int64
is_phishing_host
int64
is_malware_dist
int64
is_brute_force
int64
is_ddos
int64
is_scanning
int64
is_proxy_cat
int64
is_cryptominer
int64
is_ransomware_node
int64
is_spam
int64
is_credential_stuffing
int64
is_exfiltration
int64
is_apt_infra
int64
is_botnet
int64
is_exploit_host
int64
is_none
int64
known_actor
int64
apt_actor
int64
african_actor
int64
targets_africa
int64
target_sector_risky
int64
from_commercial
int64
from_osint
int64
from_african_cert
int64
threat_volume_score
float64
infrastructure_risk
int64
target_risk_score
int64
reputation_score
float64
IP001501
212.219.154.51
Ransomware Node
Toxic Panda
Cameroon
Telecom
Kaspersky
2025-04-10
2026-04-15
371
medium
medium
15
3
5
1
0
0
1
1
1
0
0
212
219
2
2
0
0
0
0
1
0
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
4.5
9
4
11.95
IP002586
102.226.104.207
Proxy/Anonymizer
Egyptian Spider
South Africa
Healthcare
Trend Micro
2024-11-01
2026-04-12
528
high
high
60
4
9
1
0
0
0
1
1
0
1
102
226
3
3
1
0
1
0
1
0
1
1
0
0
1
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
10.7
6
7
17.65
IP002653
141.213.183.165
Credential Stuffing
East African Hacktivists
Cameroon
Banking
Symantec
2026-01-06
2026-04-19
104
high
high
482
2
7
0
1
1
1
1
1
0
0
141
213
3
3
1
0
1
0
0
0
1
1
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
1
0
1
0
0
51.3
9
7
38.85
IP001055
41.53.56.167
DDoS Node
Unknown
Tunisia
Banking
AfricanCERT
2025-06-24
2026-04-27
308
medium
low
22
13
3
1
1
0
1
1
1
0
1
41
53
1
2
0
0
0
0
0
0
1
0
0
1
0
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
9.6
10
2
12.8
IP000705
77.179.41.173
Cryptominer
Lazarus Group
Cote d'Ivoire
Healthcare
AlienVault OTX
2024-08-24
2026-05-05
620
high
low
350
12
2
0
0
1
0
0
1
0
0
77
179
1
3
0
0
1
0
1
0
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
1
0
0
1
0
41.6
3
4
28.2
IP000106
197.252.68.239
DDoS Node
MageCart
Egypt
Education
CIRCL
2025-01-22
2026-04-16
450
medium
medium
8
11
13
0
1
0
1
1
1
0
1
197
252
2
2
0
0
0
0
1
0
1
0
0
1
1
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
10.2
10
4
15.1
IP000589
188.120.179.55
Phishing Host
Unknown
Botswana
Telecom
VirusTotal
2025-09-06
2026-04-30
237
medium
critical
191
14
2
0
0
0
0
1
1
0
0
188
120
4
2
1
1
0
0
0
0
1
1
0
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
26.7
2
2
24.95
IP002468
89.54.33.53
Spam Relay
Nigerian Cyber Army
Egypt
Energy
KenyaCERT
2025-04-29
2026-04-16
353
high
high
167
19
5
0
0
1
0
0
1
0
0
89
54
3
3
1
0
1
0
0
0
1
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
1
0
0
0
1
27.7
3
7
25.25
IP002413
77.131.22.237
Credential Stuffing
Toxic Panda
Mozambique
Telecom
Symantec
2026-04-18
2026-04-25
8
high
critical
453
5
11
0
0
0
1
1
1
0
0
77
131
4
3
1
1
1
1
0
0
1
1
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
0
51.1
6
4
39.85
IP001600
185.147.148.169
Ransomware Node
Anonymous Sudan
Egypt
Education
GreyNoise
2024-12-21
2026-04-23
489
medium
medium
298
14
14
0
1
0
1
1
1
0
0
185
147
2
2
0
0
0
0
1
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
41
9
7
30.2
IP002464
197.213.127.136
Credential Stuffing
West African Cyber Syndicate
Algeria
Telecom
AlienVault OTX
2025-08-09
2026-04-08
243
medium
low
348
5
3
0
0
0
1
1
1
0
1
197
213
1
2
0
0
0
0
0
0
1
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
1
0
0
1
0
38.2
7
7
26.2
IP000228
89.232.35.117
Proxy/Anonymizer
Nigerian Cyber Army
Ghana
Telecom
AlienVault OTX
2025-10-11
2026-04-20
192
high
high
424
5
10
0
0
0
0
1
1
0
0
89
232
3
3
1
0
1
0
0
0
1
1
1
0
1
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
47.9
2
7
35.05
IP000915
5.220.218.11
Proxy/Anonymizer
GoldDupont
Ghana
Government
Trend Micro
2024-11-09
2026-04-16
524
low
high
164
9
14
0
0
0
1
0
1
0
0
5
220
3
1
1
0
0
0
1
0
1
1
0
1
1
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
25.1
4
4
21.25
IP000794
154.238.238.190
Exploit Host
MageCart
Botswana
Government
NigerianCERT
2026-03-15
2026-04-29
46
medium
low
152
12
1
0
1
0
1
0
1
0
1
154
238
1
2
0
0
0
0
0
0
1
1
0
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
0
1
21.5
8
4
18.15
IP003021
94.251.233.142
Phishing Host
Egyptian Spider
Senegal
Energy
KenyaCERT
2025-07-24
2026-04-07
258
high
high
391
15
9
0
1
0
1
0
1
0
0
94
251
3
3
1
0
1
0
0
0
1
1
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
1
49.3
7
7
37.25
IP003543
172.134.13.226
Credential Stuffing
Anonymous Sudan
Uganda
Telecom
AlienVault OTX
2025-11-10
2026-04-28
170
low
high
496
4
8
0
0
0
1
1
1
0
0
172
134
3
1
1
0
0
0
0
0
1
1
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
1
0
0
1
0
54
6
7
36.3
IP001073
212.9.60.241
Malware Distribution
Egyptian Spider
South Africa
Banking
GreyNoise
2024-07-29
2026-04-12
623
medium
high
191
4
1
0
0
0
1
1
1
0
0
212
9
3
2
1
0
0
0
1
0
1
1
0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
21.4
6
7
21.5
IP003351
213.0.104.66
Ransomware Node
KillNet
Morocco
Government
ESET
2025-10-13
2026-04-19
189
medium
high
37
10
5
1
0
0
1
0
1
0
0
213
0
3
2
1
0
0
0
0
0
1
0
0
1
0
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
10.2
7
4
16.2
IP001744
195.69.202.65
Phishing Host
KillNet
Cameroon
Healthcare
VirusTotal
2025-08-16
2026-04-11
239
medium
medium
2
4
1
0
0
0
1
1
1
0
0
195
69
2
2
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
2.5
6
4
10.05
IP001084
212.245.226.193
Exploit Host
TA505
Mali
Mining
VirusTotal
2025-06-23
2026-04-29
311
medium
high
70
19
10
1
0
0
1
1
1
0
0
212
245
3
2
1
0
0
0
0
0
1
1
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
1
0
19.5
9
4
21.45
IP000926
102.89.165.223
Malware Distribution
MageCart
Cote d'Ivoire
Media
Trend Micro
2024-09-17
2026-04-18
579
low
critical
229
1
2
0
0
0
1
0
1
0
1
102
89
4
1
1
1
0
0
1
0
1
1
1
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
24
5
4
23
IP003049
94.119.81.213
Cryptominer
West African Cyber Syndicate
Zimbabwe
Media
KenyaCERT
2025-12-22
2026-04-22
122
high
high
57
19
9
0
1
0
1
0
1
0
0
94
119
3
3
1
0
1
0
0
0
1
1
0
1
1
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
1
17.9
7
7
21.55
IP001117
93.168.0.106
APT Infrastructure
MageCart
Nigeria
Banking
AlienVault OTX
2026-04-18
2026-04-19
2
high
high
128
10
12
0
1
0
0
1
1
0
0
93
168
3
3
1
0
1
1
0
0
1
1
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
0
0
1
0
21.4
5
4
22.7
IP000642
105.19.75.51
Proxy/Anonymizer
Unknown
Kenya
Education
Trend Micro
2025-02-28
2026-04-24
421
low
medium
487
9
12
0
1
0
1
1
1
0
1
105
19
2
1
0
0
0
0
1
0
1
1
1
1
1
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
56.8
10
2
36.9
IP004767
5.51.242.187
Spam Relay
Moroccan Phisher
Ghana
Telecom
Trend Micro
2025-03-31
2026-05-02
398
low
critical
255
11
11
1
0
0
1
1
1
0
0
5
51
4
1
1
1
0
0
1
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
1
0
1
0
0
34.3
9
7
29.35
IP000501
196.121.149.20
Credential Stuffing
Silence Group
Uganda
Government
Kaspersky
2026-03-15
2026-04-16
33
medium
medium
274
4
1
0
1
0
1
0
1
0
1
196
121
2
2
0
0
0
0
0
0
1
1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
0
1
0
1
0
0
29.7
8
4
24.25
IP004066
31.169.26.34
Ransomware Node
Egyptian Spider
Nigeria
Education
AlienVault OTX
2025-09-06
2026-04-26
233
low
critical
7
16
9
0
0
0
1
0
1
0
0
31
169
4
1
1
1
0
0
0
0
1
0
0
1
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
11.4
4
7
16.4
IP000333
105.176.231.248
Ransomware Node
Unknown
Egypt
Agriculture
Trend Micro
2025-01-29
2026-04-17
444
medium
low
97
15
2
0
1
0
1
0
1
0
1
105
176
1
2
0
0
0
0
1
0
1
1
0
1
0
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
17.8
8
2
16.3
IP004684
141.77.210.43
Spam Relay
Silence Group
Cote d'Ivoire
Government
KenyaCERT
2024-07-26
2026-04-17
631
high
medium
20
15
11
0
0
0
1
1
1
0
0
141
77
2
3
0
0
1
0
1
0
1
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
1
0
1
0
0
0
1
12.8
6
4
16.7
IP000486
194.63.207.7
Spam Relay
MageCart
Nigeria
Mining
ESET
2025-08-29
2026-04-13
228
high
critical
351
20
1
1
1
0
1
0
1
0
0
194
63
4
3
1
1
1
0
0
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
1
0
0
45.4
7
4
37.3
IP001962
79.179.117.156
Cryptominer
Unknown
Ethiopia
Agriculture
KenyaCERT
2024-07-03
2026-05-02
669
medium
medium
374
5
1
1
0
1
1
1
1
0
0
79
179
2
2
0
0
0
0
1
0
1
1
1
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
40.2
9
2
29.8
IP000393
80.44.247.66
Malware Distribution
MageCart
Ethiopia
Media
MoroccoCERT
2026-01-23
2026-04-11
79
high
high
156
8
4
1
0
0
1
1
1
0
0
80
44
3
3
1
0
1
0
0
0
1
1
0
1
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
1
20.8
9
4
23.6
IP004842
51.171.53.191
Brute Force
Unknown
Algeria
Telecom
AbuseIPDB
2025-11-07
2026-04-27
172
low
critical
247
11
3
0
0
0
1
1
1
0
0
51
171
4
1
1
1
0
0
0
0
1
1
1
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
31.1
6
2
26.85
IP004866
141.27.100.214
C2 Server
Unknown
Ghana
Agriculture
GreyNoise
2025-05-13
2026-04-11
334
high
high
366
12
12
1
0
1
1
1
1
0
0
141
27
3
3
1
0
1
0
0
0
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
46.2
9
2
36.3
IP001755
31.106.209.99
Exploit Host
Nigerian Cyber Army
Senegal
Media
MoroccoCERT
2025-11-06
2026-04-21
167
high
high
219
17
8
0
1
0
1
1
1
0
0
31
106
3
3
1
0
1
0
0
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
0
0
1
32.8
9
7
29.6
IP002515
154.10.213.117
Exploit Host
MageCart
Tanzania
Media
ESET
2026-03-22
2026-04-24
34
high
high
330
16
7
0
0
0
0
1
1
0
1
154
10
3
3
1
0
1
0
0
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
1
0
0
43.1
3
4
32.95
IP003585
31.220.17.43
C2 Server
Unknown
Cameroon
Government
Recorded Future
2024-05-07
2026-04-19
713
medium
low
65
4
1
0
0
0
0
1
1
0
0
31
220
1
2
0
0
0
0
1
0
1
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
8.8
2
2
10
IP004315
194.41.69.225
Ransomware Node
West African Cyber Syndicate
Zambia
Transport
MISP
2025-07-11
2026-04-25
289
high
high
260
11
2
0
1
0
1
0
1
0
0
194
41
3
3
1
0
1
0
0
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
32.1
7
7
28.65
IP004966
212.127.170.179
Spam Relay
East African Hacktivists
Morocco
Government
AfricanCERT
2024-10-21
2026-04-09
536
high
low
242
16
6
0
0
0
1
1
1
0
0
212
127
1
3
0
0
1
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
1
0
0
0
1
34
6
7
25.3
IP002099
93.95.47.51
Exploit Host
Wicked Panda
Cote d'Ivoire
Healthcare
NigerianCERT
2026-04-01
2026-04-29
29
high
high
98
17
4
1
1
1
1
1
1
0
0
93
95
3
3
1
0
1
1
0
0
1
1
0
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
0
1
19.5
9
4
22.95
IP003599
93.99.92.126
Ransomware Node
Unknown
Algeria
Banking
Symantec
2025-04-22
2026-04-26
370
low
high
427
6
8
0
1
0
0
1
1
0
0
93
99
3
1
1
0
0
0
1
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
48.1
5
2
33.05
IP004121
212.85.240.15
Phishing Host
Unknown
Mali
Telecom
Recorded Future
2024-11-26
2026-04-19
510
high
medium
59
16
11
0
1
0
1
0
1
0
0
212
85
2
3
0
0
1
0
1
0
1
1
0
1
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
17.2
7
2
19.2
IP000029
105.194.167.108
Cryptominer
Bronze President
Senegal
Mining
Kaspersky
2025-03-01
2026-04-28
424
low
high
10
18
1
0
0
0
0
0
1
0
1
105
194
3
1
1
0
0
0
1
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
10.3
1
4
12.95
IP000065
185.46.110.192
Proxy/Anonymizer
West African Cyber Syndicate
Senegal
Government
ESET
2025-06-21
2026-04-13
297
medium
critical
306
3
15
0
0
0
0
0
1
0
0
185
46
4
2
1
1
0
0
0
0
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
36.6
0
7
29.3
IP000838
197.104.187.153
Botnet Member
Egyptian Spider
Ghana
Telecom
CIRCL
2025-01-06
2026-04-24
474
low
medium
192
2
9
0
1
0
0
0
1
0
1
197
104
2
1
0
0
0
0
1
0
1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
1
0
0
1
0
22.9
4
7
18.15
IP003906
105.70.59.195
Ransomware Node
Moroccan Phisher
Nigeria
Media
Kaspersky
2025-01-18
2026-04-17
455
medium
critical
267
8
11
0
0
0
0
1
1
0
1
105
70
4
2
1
1
0
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
34
3
7
28.9
IP003773
89.199.5.35
Spam Relay
GoldDupont
Botswana
Agriculture
CIRCL
2024-10-19
2026-04-24
553
high
high
329
14
7
1
0
0
1
1
1
0
0
89
199
3
3
1
0
1
0
1
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
0
1
0
42
9
4
34.2
IP004635
146.4.136.247
Botnet Member
Unknown
Mali
Healthcare
VirusTotal
2025-11-25
2026-04-12
139
high
high
66
18
14
1
1
1
1
0
1
0
0
146
4
3
3
1
0
1
0
0
0
1
1
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
19.8
7
2
22.5
IP003161
105.181.96.118
C2 Server
Wicked Panda
Morocco
Healthcare
Kaspersky
2024-10-15
2026-05-03
566
medium
critical
288
17
14
0
1
1
1
1
1
0
1
105
181
4
2
1
1
0
0
1
0
1
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
41.5
10
4
34.75
IP002659
91.33.45.254
Credential Stuffing
Wicked Panda
Mali
Agriculture
FireEye
2026-03-03
2026-05-03
62
low
high
458
20
7
0
0
0
0
1
1
0
0
91
33
3
1
1
0
0
0
0
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
0
57.9
2
4
37.05
IP004615
41.51.102.131
Credential Stuffing
MageCart
Cameroon
Education
MoroccoCERT
2025-07-14
2026-04-23
284
high
high
195
11
15
0
0
0
1
1
1
0
1
41
51
3
3
1
0
1
0
0
0
1
1
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
0
1
29.5
7
4
27.35
IP004628
102.145.62.157
Exploit Host
APT-C-23
Mozambique
Transport
GreyNoise
2026-03-12
2026-04-12
32
medium
high
9
16
13
1
0
0
1
0
1
0
1
102
145
3
2
1
0
0
0
0
0
1
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
1
0
12.8
8
4
17.8
IP002451
80.16.79.125
Cryptominer
Egyptian Spider
Uganda
Education
MISP
2025-03-07
2026-04-16
406
medium
critical
232
5
9
0
0
0
1
1
1
0
0
80
16
4
2
1
1
0
0
1
0
1
1
1
0
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
28.4
6
7
27
IP002846
62.137.58.129
Phishing Host
Anonymous Sudan
Zimbabwe
Government
AfricanCERT
2024-08-25
2026-04-16
600
high
medium
421
14
15
0
0
0
1
0
1
0
0
62
137
2
3
0
0
1
0
1
0
1
1
1
1
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
1
53.6
4
7
36.5
IP001144
167.33.112.12
C2 Server
Wicked Panda
Egypt
Mining
VirusTotal
2026-04-21
2026-04-26
6
medium
low
76
4
6
0
1
0
1
1
1
0
0
167
33
1
2
0
0
0
1
0
0
1
1
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
11.4
9
4
13.4
IP003078
196.80.246.37
Spam Relay
West African Cyber Syndicate
Zambia
Mining
GreyNoise
2025-04-17
2026-05-01
380
medium
medium
311
7
4
1
0
0
0
1
1
0
1
196
80
2
2
0
0
0
0
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
1
0
0
1
0
35.8
6
7
26.7
IP001103
212.182.230.236
Malware Distribution
Anonymous Sudan
Uganda
Healthcare
VirusTotal
2026-04-16
2026-05-05
20
high
high
354
19
14
0
0
1
1
0
1
0
0
212
182
3
3
1
0
1
1
0
0
1
1
1
1
1
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
49.1
7
7
37.15
IP000168
41.119.112.10
Ransomware Node
East African Hacktivists
Nigeria
Education
Recorded Future
2025-12-24
2026-04-26
124
high
medium
471
11
1
0
0
1
1
0
1
0
1
41
119
2
3
0
0
1
0
0
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
52.9
8
7
37.35
IP001670
5.5.111.47
Spam Relay
Lazarus Group
Cote d'Ivoire
Agriculture
Trend Micro
2026-03-31
2026-04-26
27
low
low
123
7
13
0
0
0
1
1
1
0
0
5
5
1
1
0
0
0
1
0
0
1
1
0
1
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
1
0
1
0
1
0
0
19.7
6
4
15.15
IP002570
91.207.175.69
Exploit Host
Egyptian Spider
Kenya
Government
GreyNoise
2025-04-04
2026-04-10
372
high
critical
153
17
2
0
0
0
0
0
1
0
0
91
207
4
3
1
1
1
0
1
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
0
1
0
24.4
0
7
24.7
IP002377
185.173.15.127
Spam Relay
APT-C-23
Rwanda
Agriculture
VirusTotal
2025-11-10
2026-04-20
162
high
medium
228
20
11
0
1
1
1
1
1
0
0
185
173
2
3
0
0
1
0
0
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
1
0
1
0
0
1
0
36.1
9
4
29.25
IP004395
158.152.82.24
Ransomware Node
Nigerian Cyber Army
South Africa
Banking
CIRCL
2026-01-22
2026-04-17
86
low
medium
350
10
14
0
1
0
1
1
1
0
0
158
152
2
1
0
0
0
0
0
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
44.2
9
7
30.3
IP004257
41.156.141.219
DDoS Node
Nigerian Cyber Army
Morocco
Transport
MISP
2025-12-13
2026-04-20
129
medium
low
34
10
12
0
1
0
0
1
1
0
1
41
156
1
2
0
0
0
0
0
0
1
0
0
1
1
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
12
6
7
12.8
IP003862
79.109.17.12
Exploit Host
Egyptian Spider
Morocco
Media
FireEye
2024-12-17
2026-04-20
490
medium
medium
217
19
12
0
0
1
1
1
1
0
0
79
109
2
2
0
0
0
0
1
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
1
0
0
34.8
9
7
27.1
IP000023
62.242.86.43
DDoS Node
Unknown
Mozambique
Education
VirusTotal
2025-09-08
2026-04-15
220
medium
medium
413
7
3
0
0
0
1
1
1
0
0
62
242
2
2
0
0
0
0
0
0
1
1
1
1
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
45.7
6
2
31.65
IP002633
196.60.134.81
Exploit Host
APT-C-23
Zimbabwe
Healthcare
Trend Micro
2026-04-03
2026-04-18
16
high
high
432
13
3
0
0
1
1
1
1
0
1
196
60
3
3
1
0
1
1
0
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
1
0
0
50.6
10
4
38.8
IP003340
158.37.39.223
Credential Stuffing
East African Hacktivists
Tanzania
Healthcare
MISP
2024-08-03
2026-05-04
640
medium
medium
488
3
2
0
0
0
0
0
1
0
0
158
37
2
2
0
0
0
0
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
1
0
0
1
0
50.9
0
7
32.45
IP002215
196.130.149.142
Proxy/Anonymizer
Unknown
Rwanda
Healthcare
ESET
2024-07-16
2026-04-20
644
high
medium
129
10
2
1
0
0
0
0
1
0
1
196
130
2
3
0
0
1
0
1
0
1
1
0
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
18.5
4
2
18.95
IP003682
41.123.219.219
Brute Force
Bronze President
Mozambique
Healthcare
GreyNoise
2025-12-13
2026-04-29
138
low
high
445
12
7
0
0
0
1
1
1
0
1
41
123
3
1
1
0
0
0
0
0
1
1
1
1
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
52.6
7
4
35.9
IP004724
45.63.238.85
Spam Relay
MageCart
Kenya
Healthcare
Trend Micro
2024-10-11
2026-04-07
544
high
critical
160
15
7
1
0
0
1
1
1
0
0
45
63
4
3
1
1
1
0
1
0
1
1
0
1
1
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
1
0
0
25.6
9
4
28
IP001907
146.223.95.40
Exploit Host
Moroccan Phisher
Cameroon
Agriculture
Trend Micro
2026-04-30
2026-04-13
1
medium
high
498
12
14
1
1
0
0
1
1
0
0
146
223
3
2
1
0
0
1
0
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
1
0
0
60
5
7
40.5
IP000084
105.223.204.225
Exploit Host
Nigerian Cyber Army
Senegal
Government
MoroccoCERT
2024-05-28
2026-04-21
694
medium
critical
137
3
12
0
0
0
1
1
1
0
1
105
223
4
2
1
1
0
0
1
0
1
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
0
0
1
18.8
7
7
22.5
IP000227
102.207.9.145
Phishing Host
MageCart
Botswana
Media
MoroccoCERT
2024-12-29
2026-05-01
489
medium
high
308
5
13
1
0
1
1
0
1
0
1
102
207
3
2
1
0
0
0
1
0
1
1
1
0
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
1
37.2
8
4
30
IP000296
102.40.238.67
Phishing Host
West African Cyber Syndicate
Egypt
Agriculture
Trend Micro
2024-06-05
2026-04-16
681
high
high
241
8
4
0
1
0
1
1
1
0
1
102
40
3
3
1
0
1
0
1
0
1
1
1
1
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
29.3
10
7
28.15
IP001001
188.50.208.75
Credential Stuffing
GoldDupont
Algeria
Telecom
AfricanCERT
2025-08-10
2026-04-29
263
medium
critical
174
8
15
0
0
0
1
1
1
0
0
188
50
4
2
1
1
0
0
0
0
1
1
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
0
1
25.9
6
4
25.75
IP002138
172.79.57.147
Data Exfiltration
Unknown
Ethiopia
Healthcare
VirusTotal
2025-09-20
2026-04-21
214
low
high
124
1
14
0
0
1
0
1
1
0
0
172
79
3
1
1
0
0
0
0
0
1
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
1
0
17.1
5
2
17.55
IP000711
91.155.197.96
Scanning
Unknown
South Africa
Mining
CIRCL
2024-12-02
2026-04-25
510
high
low
467
7
2
0
0
0
1
0
1
0
0
91
155
1
3
0
0
1
0
1
0
1
1
1
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
50.8
4
2
33.1
IP002801
185.83.248.148
Cryptominer
MageCart
Algeria
Healthcare
KenyaCERT
2024-09-22
2026-04-11
567
medium
high
88
6
4
1
0
0
1
0
1
0
0
185
83
3
2
1
0
0
0
1
0
1
1
0
1
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
1
13
7
4
17.6
IP002527
77.225.118.193
APT Infrastructure
KillNet
Mozambique
Banking
Symantec
2025-02-12
2026-04-26
439
medium
high
309
10
8
0
0
0
1
1
1
0
0
77
225
3
2
1
0
0
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
0
1
0
0
38.3
6
4
29.95
IP003752
91.38.102.206
Cryptominer
Silence Group
Algeria
Education
AlienVault OTX
2024-10-09
2026-04-17
556
medium
medium
370
2
14
0
1
0
1
1
1
0
0
91
38
2
2
0
0
0
0
1
0
1
1
1
0
1
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
1
0
0
1
0
42.2
9
4
30.8
IP003321
89.229.133.61
Proxy/Anonymizer
East African Hacktivists
Kenya
Mining
Symantec
2025-02-17
2026-04-21
429
low
critical
270
14
7
0
1
1
1
0
1
0
0
89
229
4
1
1
1
0
0
1
0
1
1
1
1
1
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
36.1
7
7
29.65
IP003181
79.233.83.119
Botnet Member
Nigerian Cyber Army
Egypt
Mining
NigerianCERT
2025-11-30
2026-04-07
129
high
critical
484
2
9
0
1
0
1
1
1
0
0
79
233
4
3
1
1
1
0
0
0
1
1
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
1
0
0
0
1
52.1
9
7
41.25
IP004183
91.130.125.5
Malware Distribution
Toxic Panda
Egypt
Media
Recorded Future
2025-05-15
2026-05-05
356
high
low
190
9
14
0
0
0
1
1
1
0
0
91
130
1
3
0
0
1
0
0
0
1
1
0
1
1
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
27.7
6
4
22.15
IP001615
141.174.66.170
Credential Stuffing
KillNet
Ethiopia
Energy
VirusTotal
2025-12-16
2026-04-07
113
high
high
162
7
3
0
0
0
1
0
1
0
0
141
174
3
3
1
0
1
0
0
0
1
1
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
1
0
20.6
4
4
22
IP003024
41.45.66.23
APT Infrastructure
APT-C-23
Botswana
Healthcare
KenyaCERT
2025-08-15
2026-04-14
243
high
low
161
16
10
0
0
1
1
0
1
0
1
41
45
1
3
0
0
1
0
0
0
1
1
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
1
0
0
0
1
27.1
8
4
22.45
IP001413
51.52.191.95
DDoS Node
Unknown
Morocco
Telecom
AfricanCERT
2024-11-08
2026-04-13
522
high
medium
455
14
5
0
0
0
1
1
1
0
0
51
52
2
3
0
0
1
0
1
0
1
1
1
1
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
54
6
2
37.3
IP000763
195.156.123.207
DDoS Node
MageCart
Tunisia
Telecom
Recorded Future
2026-04-12
2026-05-06
25
low
high
62
7
3
0
0
0
1
0
1
0
0
195
156
3
1
1
0
0
1
0
0
1
1
0
1
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
10.6
4
4
14
IP000655
89.230.132.140
Spam Relay
KillNet
Ghana
Government
Trend Micro
2026-04-10
2026-04-29
20
medium
critical
186
10
5
0
1
0
1
1
1
0
0
89
230
4
2
1
1
0
1
0
0
1
1
0
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
1
0
0
25.1
9
4
26.25
IP004797
105.26.194.150
C2 Server
MageCart
Tanzania
Education
AfricanCERT
2024-06-07
2026-05-01
694
high
high
348
2
9
0
1
0
1
0
1
0
1
105
26
3
3
1
0
1
0
1
0
1
1
1
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
1
38.5
8
4
32.15
IP003849
146.74.252.57
Credential Stuffing
Unknown
Uganda
Telecom
Trend Micro
2025-01-16
2026-04-24
464
medium
medium
261
2
3
0
1
0
1
1
1
0
0
146
74
2
2
0
0
0
0
1
0
1
1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
1
0
0
28
9
2
23.7
IP004153
167.57.208.48
Phishing Host
MageCart
Morocco
Mining
CIRCL
2024-10-13
2026-04-19
554
high
high
245
2
2
0
1
1
1
1
1
0
0
167
57
3
3
1
0
1
0
1
0
1
1
1
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
26.1
9
4
26.25
IP000468
213.33.175.193
Exploit Host
Nigerian Cyber Army
Tunisia
Mining
FireEye
2025-09-20
2026-04-28
221
low
high
45
4
2
0
1
0
0
1
1
0
0
213
33
3
1
1
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
1
0
0
7.1
5
7
12.55
IP000157
93.102.149.155
Data Exfiltration
Unknown
Morocco
Agriculture
ESET
2024-09-08
2026-04-21
591
medium
critical
390
8
3
0
1
0
1
1
1
0
0
93
102
4
2
1
1
0
0
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
0
0
43.9
9
2
35.65
IP001295
197.90.24.190
Proxy/Anonymizer
Silence Group
Nigeria
Telecom
AbuseIPDB
2026-02-18
2026-05-03
75
medium
high
274
10
4
0
1
0
1
0
1
0
1
197
90
3
2
1
0
0
0
0
0
1
1
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
1
0
33.6
8
4
28.2
IP000497
62.196.44.54
Malware Distribution
Unknown
Egypt
Banking
Recorded Future
2025-10-21
2026-04-14
176
high
low
39
18
10
0
0
0
1
1
1
0
0
62
196
1
3
0
0
1
0
0
0
1
0
0
1
1
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
15.9
6
2
16.25
IP004740
94.17.194.241
Phishing Host
Toxic Panda
Tunisia
Media
VirusTotal
2025-04-28
2026-04-07
345
high
medium
95
2
12
0
0
0
1
1
1
0
0
94
17
2
3
0
0
1
0
0
0
1
1
0
0
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
14.1
6
4
17.35
IP002940
158.203.111.28
Ransomware Node
Unknown
Tunisia
Energy
MoroccoCERT
2024-06-05
2026-05-05
700
high
critical
375
19
12
0
1
0
1
0
1
0
0
158
203
4
3
1
1
1
0
1
0
1
1
1
1
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
50.6
7
2
39.9
IP003456
196.121.72.171
Credential Stuffing
Unknown
Botswana
Healthcare
MISP
2025-02-12
2026-04-06
419
high
high
380
8
1
0
1
0
1
0
1
0
1
196
121
3
3
1
0
1
0
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
42.3
8
2
34.05
IP000373
62.134.86.25
Proxy/Anonymizer
Unknown
Rwanda
Media
Kaspersky
2025-12-05
2026-05-04
151
medium
medium
485
19
2
0
1
0
1
1
1
0
0
62
134
2
2
0
0
0
0
0
0
1
1
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
58.6
9
2
39
IP000079
195.171.74.70
C2 Server
Wicked Panda
Cameroon
Government
MoroccoCERT
2025-02-01
2026-04-17
441
low
low
10
9
4
0
1
1
1
0
1
0
0
195
171
1
1
0
0
0
0
1
0
1
0
0
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
1
6.7
7
4
8.95
End of preview. Expand in Data Studio

IP Reputation & Threat Intelligence — Africa Cyber Threat Intelligence

Part of the Africa Cyber Threat Intelligence collection by electricsheepafrica.

  • Acquisition: EXISTING
  • Rows: 10,000 (balanced 50/50)
  • Synthetic: Records sourced from existing datasets (is_synthetic flags vary).

Usage

from datasets import load_dataset
dataset = load_dataset("electricsheepafrica/africa-ip-reputation-dataset")

Features

Column Type
ip_id str
ip_address str
threat_category str
threat_actor str
target_country str
target_sector str
intel_source str
first_seen str
last_seen str
days_active int64
confidence str
severity str
reports_count int64
distinct_ports_targeted int64
distinct_countries_targeted int64
is_tor_exit int64
is_vpn int64
is_proxy int64
has_malware_hash int64
has_associated_domain int64
label int64
is_synthetic int64
is_african_ip int64
first_octet int64
second_octet int64
severity_numeric int64
confidence_numeric int64
is_high_severity int64
is_critical int64
is_high_confidence int64
is_recent int64
is_long_active int64
is_very_long_active int64
has_reports int64
high_reports int64
very_high_reports int64
ports_high int64
countries_high int64
is_anonymized int64
has_indicators int64
is_c2 int64
is_phishing_host int64
is_malware_dist int64
is_brute_force int64
is_ddos int64
is_scanning int64
is_proxy_cat int64
is_cryptominer int64
is_ransomware_node int64
is_spam int64
is_credential_stuffing int64
is_exfiltration int64
is_apt_infra int64
is_botnet int64
is_exploit_host int64
is_none int64
known_actor int64
apt_actor int64
african_actor int64
targets_africa int64
target_sector_risky int64
from_commercial int64
from_osint int64
from_african_cert int64
threat_volume_score float64
infrastructure_risk int64
target_risk_score int64
reputation_score float64

Citation

@misc{electricsheepafrica2026africaipreputationdataset,
  title = {IP Reputation & Threat Intelligence (Africa)},
  author = {Electric Sheep Africa},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-ip-reputation-dataset}}
}

License: MIT

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