Baselight

BETH Dataset

Real Cybersecurity Data for Anomaly Detection Research

@kaggle.katehighnam_beth_dataset

Labelled 2021may Ip 10–100–1–105
@kaggle.katehighnam_beth_dataset.labelled_2021may_ip_10_100_1_105

  • 9.17 MB
  • 409931 rows
  • 13 columns
timestamp

Timestamp

processid

ProcessId

parentprocessid

ParentProcessId

userid

UserId

processname

ProcessName

hostname

HostName

eventid

EventId

eventname

EventName

argsnum

ArgsNum

returnvalue

ReturnValue

args

Args

sus

Sus

evil

Evil

126.2334911systemdip-10-100-1-1051005security_file_open4[{'name': 'pathname', 'type': 'const char*', 'value': '/proc/384/cgroup'}, {'name': 'flags', 'type': 'unsigned long', 'value': 'O_RDONLY|O_LARGEFILE'}, {'name': 'dev', 'type': 'dev_t', 'value': 5}, {'name': 'inode', 'type': 'unsigned long', 'value': 39481}]
126.2331653841101systemd-resolveip-10-100-1-10541socket315[{'name': 'domain', 'type': 'int', 'value': 'AF_UNIX'}, {'name': 'type', 'type': 'int', 'value': 'SOCK_DGRAM|SOCK_CLOEXEC'}, {'name': 'protocol', 'type': 'int', 'value': 0}]
126.2335591systemdip-10-100-1-1055fstat2[{'name': 'fd', 'type': 'int', 'value': 18}, {'name': 'statbuf', 'type': 'struct stat*', 'value': '0x7FFF1D8D98F0'}]
126.2336811systemdip-10-100-1-1053close1[{'name': 'fd', 'type': 'int', 'value': 18}]
126.2337963841101systemd-resolveip-10-100-1-1053close1[{'name': 'fd', 'type': 'int', 'value': 15}]
126.233531systemdip-10-100-1-105257openat418[{'name': 'dirfd', 'type': 'int', 'value': -100}, {'name': 'pathname', 'type': 'const char*', 'value': '/proc/384/cgroup'}, {'name': 'flags', 'type': 'unsigned long', 'value': 'O_RDONLY|O_CLOEXEC'}, {'name': 'mode', 'type': 'int*', 'value': 1223040804}]
126.233893841101systemd-resolveip-10-100-1-1051005security_file_open4[{'name': 'pathname', 'type': 'const char*', 'value': '/run/systemd/netif/links/5'}, {'name': 'flags', 'type': 'unsigned long', 'value': 'O_RDONLY|O_LARGEFILE'}, {'name': 'dev', 'type': 'dev_t', 'value': 25}, {'name': 'inode', 'type': 'unsigned long', 'value': 527}]
126.2339593841101systemd-resolveip-10-100-1-105257openat415[{'name': 'dirfd', 'type': 'int', 'value': -100}, {'name': 'pathname', 'type': 'const char*', 'value': '/run/systemd/netif/links/5'}, {'name': 'flags', 'type': 'unsigned long', 'value': 'O_RDONLY|O_CLOEXEC'}, {'name': 'mode', 'type': 'int*', 'value': 964865707}]
126.2339963841101systemd-resolveip-10-100-1-1055fstat2[{'name': 'fd', 'type': 'int', 'value': 15}, {'name': 'statbuf', 'type': 'struct stat*', 'value': '0x7FFFB77D84D0'}]
126.2341563841101systemd-resolveip-10-100-1-1051005security_file_open4[{'name': 'pathname', 'type': 'const char*', 'value': '/run/systemd/netif/links/5'}, {'name': 'flags', 'type': 'unsigned long', 'value': 'O_RDONLY|O_LARGEFILE'}, {'name': 'dev', 'type': 'dev_t', 'value': 25}, {'name': 'inode', 'type': 'unsigned long', 'value': 527}]

CREATE TABLE labelled_2021may_ip_10_100_1_105 (
  "timestamp" DOUBLE,
  "processid" BIGINT,
  "parentprocessid" BIGINT,
  "userid" BIGINT,
  "processname" VARCHAR,
  "hostname" VARCHAR,
  "eventid" BIGINT,
  "eventname" VARCHAR,
  "argsnum" BIGINT,
  "returnvalue" BIGINT,
  "args" VARCHAR,
  "sus" BIGINT,
  "evil" BIGINT
);

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