Datasets:

Taqui
/

lanl-cyber-datasets

text stringlengths 36 112
1,ANONYMOUS LOGON@C586,ANONYMOUS LOGON@C586,C1250,C586,NTLM,Network,LogOn,Success
1,ANONYMOUS LOGON@C586,ANONYMOUS LOGON@C586,C586,C586,?,Network,LogOff,Success
1,C101$@DOM1,C101$@DOM1,C988,C988,?,Network,LogOff,Success
1,C1020$@DOM1,SYSTEM@C1020,C1020,C1020,Negotiate,Service,LogOn,Success
1,C1021$@DOM1,C1021$@DOM1,C1021,C625,Kerberos,Network,LogOn,Success
1,C1035$@DOM1,C1035$@DOM1,C1035,C586,Kerberos,Network,LogOn,Success
1,C1035$@DOM1,C1035$@DOM1,C586,C586,?,Network,LogOff,Success
1,C1069$@DOM1,SYSTEM@C1069,C1069,C1069,Negotiate,Service,LogOn,Success
1,C1085$@DOM1,C1085$@DOM1,C1085,C612,Kerberos,Network,LogOn,Success
1,C1085$@DOM1,C1085$@DOM1,C612,C612,?,Network,LogOff,Success
1,C1151$@DOM1,SYSTEM@C1151,C1151,C1151,Negotiate,Service,LogOn,Success
1,C1154$@DOM1,SYSTEM@C1154,C1154,C1154,Negotiate,Service,LogOn,Success
1,C1164$@DOM1,C1164$@DOM1,C625,C625,?,Network,LogOff,Success
1,C119$@DOM1,C119$@DOM1,C119,C528,Kerberos,Network,LogOn,Success
1,C1218$@DOM1,C1218$@DOM1,C1218,C529,Kerberos,Network,LogOn,Success
1,C1235$@DOM1,C1235$@DOM1,C586,C586,?,Network,LogOff,Success
1,C1241$@DOM1,SYSTEM@C1241,C1241,C1241,Negotiate,Service,LogOn,Success
1,C1250$@DOM1,C1250$@DOM1,C1250,C586,Kerberos,Network,LogOn,Success
1,C1314$@DOM1,C1314$@DOM1,C1314,C467,Kerberos,Network,LogOn,Success
1,C144$@DOM1,SYSTEM@C144,C144,C144,Negotiate,Service,LogOn,Success
1,C1444$@DOM1,C1444$@DOM1,C1444,C528,Kerberos,Network,LogOn,Success
1,C1492$@DOM1,C1492$@DOM1,C1492,C1492,?,Network,LogOff,Success
1,C1492$@DOM1,C1492$@DOM1,C1492,C467,Kerberos,Network,LogOn,Success
1,C1492$@DOM1,C1492$@DOM1,C1492,C528,Kerberos,Network,LogOn,Success
1,C1492$@DOM1,C1492$@DOM1,C1492,C586,Kerberos,Network,LogOn,Success
1,C1492$@DOM1,C1492$@DOM1,C1798,C1492,Kerberos,Network,LogOn,Success
1,C1492$@DOM1,C1492$@DOM1,C467,C467,?,Network,LogOff,Success
1,C1492$@DOM1,C1492$@DOM1,C586,C586,?,Network,LogOff,Success
1,C1497$@DOM1,C1497$@DOM1,C586,C586,?,Network,LogOff,Success
1,C1504$@DOM1,U45@C1504,C1504,C1504,Negotiate,Batch,LogOn,Success
1,C1543$@DOM1,SYSTEM@C1543,C1543,C1543,Negotiate,Service,LogOn,Success
1,C1559$@DOM1,C1559$@DOM1,C528,C528,?,Network,LogOff,Success
1,C1678$@DOM1,C1678$@DOM1,C1065,C1065,?,Network,LogOff,Success
1,C1678$@DOM1,C1678$@DOM1,C457,C457,?,Network,LogOff,Success
1,C1678$@DOM1,C1678$@DOM1,C467,C467,?,Network,LogOff,Success
1,C1678$@DOM1,C1678$@DOM1,C528,C528,?,Network,LogOff,Success
1,C1678$@DOM1,C1678$@DOM1,C586,C586,?,Network,LogOff,Success
1,C1678$@DOM1,C1678$@DOM1,C612,C612,?,Network,LogOff,Success
1,C1678$@DOM1,C1678$@DOM1,C625,C625,?,Network,LogOff,Success
1,C1727$@DOM1,C1727$@DOM1,C1727,C1881,Kerberos,Network,LogOn,Success
1,C1727$@DOM1,C1727$@DOM1,C1727,C2516,?,?,TGS,Success
1,C175$@DOM1,SYSTEM@C175,C175,C175,Negotiate,Service,LogOn,Success
1,C1767$@DOM1,U86@DOM1,C1767,C1767,Kerberos,Network,LogOn,Success
1,C1920$@DOM1,C1920$@DOM1,C1920,C586,Kerberos,Network,LogOn,Success
1,C1934$@DOM1,SYSTEM@C1934,C1934,C1934,Negotiate,Service,LogOn,Success
1,C1975$@DOM1,SYSTEM@C1975,C1975,C1975,Negotiate,Service,LogOn,Success
1,C2067$@DOM1,SYSTEM@C2067,C2067,C2067,Negotiate,Service,LogOn,Success
1,C2095$@DOM1,SYSTEM@C2095,C2095,C2095,Negotiate,Service,LogOn,Success
1,C210$@DOM1,SYSTEM@C210,C210,C210,Negotiate,Service,LogOn,Success
1,C2129$@DOM1,C2129$@DOM1,C457,C457,?,Network,LogOff,Success
1,C2155$@DOM1,C2155$@DOM1,C612,C612,?,Network,LogOff,Success
1,C2230$@DOM1,C2230$@DOM1,C528,C528,?,Network,LogOff,Success
1,C2288$@DOM1,C2288$@DOM1,C467,C467,?,Network,LogOff,Success
1,C2288$@DOM1,C2288$@DOM1,C529,C529,?,Network,LogOff,Success
1,C235$@DOM1,C235$@DOM1,C1065,C1065,?,Network,LogOff,Success
1,C2434$@DOM1,SYSTEM@C2434,C2434,C2434,Negotiate,Service,LogOn,Success
1,C2622$@DOM1,SYSTEM@C2622,C2622,C2622,Negotiate,Service,LogOn,Success
1,C2648$@DOM1,SYSTEM@C2648,C2648,C2648,Negotiate,Service,LogOn,Success
1,C269$@DOM1,C269$@DOM1,C586,C586,?,Network,LogOff,Success
1,C2694$@DOM1,C2694$@DOM1,C2695,C528,Kerberos,Network,LogOn,Success
1,C2700$@DOM1,SYSTEM@C2700,C2700,C2700,Negotiate,Service,LogOn,Success
1,C28$@DOM1,SYSTEM@C28,C28,C28,Negotiate,Service,LogOn,Success
1,C282$@DOM1,SYSTEM@C282,C282,C282,Negotiate,Service,LogOn,Success
1,C3$@DOM1,SYSTEM@C3,C3,C3,Negotiate,Service,LogOn,Success
1,C316$@DOM1,SYSTEM@C316,C316,C316,Negotiate,Service,LogOn,Success
1,C3236$@DOM1,SYSTEM@C3236,C3236,C3236,Negotiate,Service,LogOn,Success
1,C3327$@DOM1,SYSTEM@C3327,C3327,C3327,Negotiate,Service,LogOn,Success
1,C3450$@DOM1,C3450$@DOM1,C3450,C625,Kerberos,Network,LogOn,Success
1,C4352$@DOM1,C4352$@DOM1,C1065,C1065,?,Network,LogOff,Success
1,C457$@DOM1,C457$@DOM1,C457,C457,?,Network,LogOff,Success
1,C457$@DOM1,C457$@DOM1,C516,C457,Kerberos,Network,LogOn,Success
1,C467$@DOM1,U188@DOM1,C2485,C467,MICROSOFT_AUTHENTICATION_PACKAGE_V1_0,Network,LogOn,Success
1,C495$@DOM1,SYSTEM@C495,C495,C495,Negotiate,Service,LogOn,Success
1,C520$@DOM1,SYSTEM@C520,C520,C520,Negotiate,Service,LogOn,Success
1,C528$@DOM1,U147@DOM1,C528,C528,Negotiate,Batch,LogOn,Success
1,C538$@DOM1,C538$@DOM1,C528,C528,?,Network,LogOff,Success
1,C553$@DOM1,C553$@DOM1,C528,C528,?,Network,LogOff,Success
1,C553$@DOM1,U175@DOM1,C553,C553,Negotiate,Batch,LogOn,Success
1,C555$@DOM1,SYSTEM@C555,C555,C555,Negotiate,Service,LogOn,Success
1,C567$@DOM1,C567$@DOM1,C101,C101,?,Network,LogOff,Success
1,C567$@DOM1,C567$@DOM1,C553,C553,?,Network,LogOff,Success
1,C567$@DOM1,C567$@DOM1,C574,C101,Kerberos,Network,LogOn,Success
1,C567$@DOM1,C567$@DOM1,C574,C553,Kerberos,Network,LogOn,Success
1,C567$@DOM1,C567$@DOM1,C574,C988,Kerberos,Network,LogOn,Success
1,C580$@DOM1,SYSTEM@C580,C580,C580,Negotiate,Service,LogOn,Success
1,C599$@DOM1,C599$@DOM1,C553,C553,?,Network,LogOff,Success
1,C600$@DOM1,SYSTEM@C600,C600,C600,Negotiate,Service,LogOn,Success
1,C608$@DOM1,C608$@DOM1,C608,C467,?,?,TGS,Success
1,C608$@DOM1,C608$@DOM1,C608,C467,Kerberos,Network,LogOn,Success
1,C608$@DOM1,C608$@DOM1,C608,C529,Kerberos,Network,LogOn,Success
1,C625$@DOM1,C625$@DOM1,C1798,C625,Kerberos,Network,LogOn,Success
1,C625$@DOM1,C625$@DOM1,C2052,C625,Kerberos,Network,LogOn,Success
1,C625$@DOM1,C625$@DOM1,C625,C625,?,Network,LogOff,Success
1,C625$@DOM1,U147@DOM1,C625,C625,Negotiate,Batch,LogOn,Success
1,C653$@DOM1,SYSTEM@C653,C653,C653,Negotiate,Service,LogOn,Success
1,C660$@DOM1,SYSTEM@C660,C660,C660,Negotiate,Service,LogOn,Success
1,C674$@DOM1,SYSTEM@C674,C674,C674,Negotiate,Service,LogOn,Success
1,C688$@DOM1,C688$@DOM1,C688,C1065,Kerberos,Network,LogOn,Success
1,C693$@DOM1,C693$@DOM1,C528,C528,?,Network,LogOff,Success
1,C725$@DOM1,SYSTEM@C725,C725,C725,Negotiate,Service,LogOn,Success

End of preview. Expand in Data Studio

LANL Cyber Datasets (2015 + 2017)

Raw, byte-identical copies of two Los Alamos National Laboratory public cybersecurity datasets, acquired exclusively from the official LANL source (https://csr.lanl.gov/). No mirrors, Kaggle copies, or repackaged distributions were used.

lanl-2015/
  redteam.txt.gz   known red-team compromise events (ground truth)
  auth.txt.gz      authentication events
  proc.txt.gz      process start/stop events
  flows.txt.gz     network flow events
  dns.txt.gz       DNS lookup events
  redteam.txt      decompressed copies of the above, stored alongside
  auth.txt         the archives (same path minus .gz/.bz2), for direct
  ...              use without a decompression step
lanl-2017/wls/
  wls_day-01.bz2 … wls_day-30.bz2      Windows host event logs (JSON lines)
  wls_day-01 … wls_day-30              decompressed copies (same path minus .bz2)
lanl-2017/netflow/
  netflow_day-02.bz2 … netflow_day-30.bz2   network flows (CSV)
  netflow_day-02 … netflow_day-30           decompressed copies (same path minus .bz2)

Notes:

Filenames are preserved exactly as distributed by LANL. Each archive is stored twice: the original compressed file (byte-identical, never re-encoded) and its decompressed form at the same path minus the .gz/.bz2 suffix.
Decompressed files are produced locally with gzip -dc / bzip2 -dc and verified on the repo by SHA-256 (LFS OID or byte comparison).
LANL does not publish netflow_day-01.bz2; day-01 netflow is unavailable from the official source.
manifest.json / manifest.csv (added on completion) record per-file source URL pattern, SHA-256/MD5, compressed size, UTC download time, and integrity results.

Provenance & integrity

2015: A. D. Kent, "Comprehensive, Multi-Source Cyber-Security Events," LANL, http://dx.doi.org/10.17021/1179829 (release LA-UR-15-23810). 58 days, ~12 GB compressed, 1.65B events.
2017: M. Turcotte, A. Kent, C. Hash, "Unified Host and Network Data Set," Data Science for Cyber-Security, World Scientific, 2018, doi:10.1142/9781786345646_001 (release LA-UR-17-20763). ~90 days of enterprise host + network events.
Every file passed magic-byte inspection, gzip -t / bzip2 -t, and SHA-256 verification against the downloaded bytes before upload.
2017 WLS files were additionally cross-checked against independently recorded hashes.

License

To the extent possible under law, Los Alamos National Laboratory has waived all copyright and related or neighboring rights to both datasets (CC0-style waiver); published from the United States. If you use this data, please cite the sources above and consider downloading future copies directly from https://csr.lanl.gov/data/cyber1/ and https://csr.lanl.gov/data/2017/.

Downloads last month: 2,756

Number of rows:

70,945,960

Estimated number of rows:

783,798,023

Total file size:

542 GB

LANL Cyber Datasets (2015 + 2017)

Contents

Provenance & integrity

License