Baselight

BETH Dataset

Real Cybersecurity Data for Anomaly Detection Research

@kaggle.katehighnam_beth_dataset

Labelled 2021may Ip 10–100–1–186
@kaggle.katehighnam_beth_dataset.labelled_2021may_ip_10_100_1_186

  • 16.84 MB
  • 713867 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

124.952823831101systemd-resolveip-10-100-1-18641socket315[{'name': 'domain', 'type': 'int', 'value': 'AF_UNIX'}, {'name': 'type', 'type': 'const char*', 'value': 'SOCK_DGRAM|SOCK_CLOEXEC'}, {'name': 'protocol', 'type': 'int', 'value': 0}]
124.9531393801100systemd-networkip-10-100-1-18641socket315[{'name': 'domain', 'type': 'int', 'value': 'AF_UNIX'}, {'name': 'type', 'type': 'const char*', 'value': 'SOCK_DGRAM|SOCK_CLOEXEC'}, {'name': 'protocol', 'type': 'int', 'value': 0}]
124.9534241systemdip-10-100-1-1861005security_file_open4[{'name': 'pathname', 'type': 'const char*', 'value': '/proc/380/cgroup'}, {'name': 'flags', 'type': 'unsigned int', 'value': 'O_RDONLY|O_LARGEFILE'}, {'name': 'dev', 'type': 'dev_t', 'value': 5}, {'name': 'inode', 'type': 'unsigned long', 'value': 39551}]
124.9534641systemdip-10-100-1-186257openat417[{'name': 'dirfd', 'type': 'int', 'value': -100}, {'name': 'pathname', 'type': 'const char*', 'value': '/proc/380/cgroup'}, {'name': 'flags', 'type': 'unsigned int', 'value': 'O_RDONLY|O_CLOEXEC'}, {'name': 'mode', 'type': 'int', 'value': 3981397796}]
124.9534941systemdip-10-100-1-1865fstat2[{'name': 'fd', 'type': 'int', 'value': 17}, {'name': 'statbuf', 'type': 'struct stat*', 'value': '0x7FFC81912E90'}]
124.9536181systemdip-10-100-1-1863close1[{'name': 'fd', 'type': 'int', 'value': 17}]
124.9540241systemdip-10-100-1-1861005security_file_open4[{'name': 'pathname', 'type': 'const char*', 'value': '/proc/383/cgroup'}, {'name': 'flags', 'type': 'unsigned int', 'value': 'O_RDONLY|O_LARGEFILE'}, {'name': 'dev', 'type': 'dev_t', 'value': 5}, {'name': 'inode', 'type': 'unsigned long', 'value': 39553}]
124.9540611systemdip-10-100-1-186257openat417[{'name': 'dirfd', 'type': 'int', 'value': -100}, {'name': 'pathname', 'type': 'const char*', 'value': '/proc/383/cgroup'}, {'name': 'flags', 'type': 'unsigned int', 'value': 'O_RDONLY|O_CLOEXEC'}, {'name': 'mode', 'type': 'int', 'value': 3981397796}]
124.9540861systemdip-10-100-1-1865fstat2[{'name': 'fd', 'type': 'int', 'value': 17}, {'name': 'statbuf', 'type': 'struct stat*', 'value': '0x7FFC81912E90'}]
124.9542181systemdip-10-100-1-1863close1[{'name': 'fd', 'type': 'int', 'value': 17}]

CREATE TABLE labelled_2021may_ip_10_100_1_186 (
  "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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