Baselight

BETH Dataset

Real Cybersecurity Data for Anomaly Detection Research

@kaggle.katehighnam_beth_dataset

Labelled 2021may Ubuntu
@kaggle.katehighnam_beth_dataset.labelled_2021may_ubuntu

  • 2.4 MB
  • 199222 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

125.0521491911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7280}, {'name': 'sig', 'type': 'int', 'value': 15}]
125.0521941911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7281}, {'name': 'sig', 'type': 'int', 'value': 15}]
125.0522751911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7289}, {'name': 'sig', 'type': 'int', 'value': 15}]
125.0522211911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7288}, {'name': 'sig', 'type': 'int', 'value': 15}]
125.0523541911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7290}, {'name': 'sig', 'type': 'int', 'value': 15}]
125.052411911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7291}, {'name': 'sig', 'type': 'int', 'value': 15}]
125.0525497282191systemd-udevdubuntu3close1[{'name': 'fd', 'type': 'int', 'value': 12}]
125.0523021911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7284}, {'name': 'sig', 'type': 'int', 'value': 15}]
125.052381911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7292}, {'name': 'sig', 'type': 'int', 'value': 15}]
125.0523281911systemd-udevdubuntu62kill2[{'name': 'pid', 'type': 'pid_t', 'value': 7282}, {'name': 'sig', 'type': 'int', 'value': 15}]

CREATE TABLE labelled_2021may_ubuntu (
  "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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