Transportation IoT Security Audit Logs

This dataset provides detailed, structured security audit logs for IoT devices deployed across transportation infrastructure, capturing event types, device and asset context, user actions, network information, compliance checks, and remediation outcomes. It enables cybersecurity teams and fleet managers to monitor vulnerabilities, ensure regulatory compliance, and respond proactively to threats affecting smart city and logistics operations.

  • last updated 6 Jan 2026
  • by GoMask
The brief that made it

Real-time monitoring and alerting for IoT security incidents in transportation networks

Sample rows

preview · 8 of 120 rows · all 20 columns
audit_log_idstringcompliance_statusstringinfrastructure_typestringevent_timestampdatetimedevice_idstringdevice_typestringdevice_firmware_versionstringdevice_location_latitudefloatdevice_location_longitudefloatinfrastructure_idstringevent_typestringevent_severitystringuser_idstringuser_rolestringsource_ipstringdestination_ipstringvulnerability_idstringremediation_actionstringremediation_statusstringevent_descriptionstring
ALOG-00001complianttrain2024-06-05T00:00:00Zcam-83219camerav1.2.440.7128-74.006train-534logininfoop_frankoperator10.0.1.2blankblankblankblankCamera device user login at scheduled shift start.
ALOG-00002compliantbus2024-06-05T08:17:23Zgps-1174gps_trackerv3.0.134.0522-118.2437bus-892configuration_changemediumadmin_opheliaadmin10.0.4.810.0.4.251blankblankblankGPS device configuration updated for route 22.
ALOG-00003compliantstation2024-06-05T23:59:59Zenv-99832air_quality_sensorv0.0.0-beta51.5074-0.1278stn-209firmware_updatemediumsvc_stnadminautomated_process172.16.12.66172.16.12.67blankpatchedcompletedFirmware update applied to air quality sensor at platform 3.
ALOG-00004non_complianttraffic_light2024-06-05T14:45:13Zsig-1003traffic_signal_controllerv2.3.737.7749-122.4194tl-202anomaly_detectedhighsystem_watchdogautomated_process192.168.10.19blankblankescalatedpendingSignal controller detected abnormal traffic flow pattern.
ALOG-00005not_checkedblank2024-06-06T11:06:37Zsensor-5001temperature_sensorv9.2.048.85662.3522blankotherlowblankblank10.0.2.14blankblankblankblankTemperature sensor periodic health check completed.
ALOG-00006non_compliantmetro2024-06-06T16:24:01Zcam-9812camerav4.8.3-rc300metro-382policy_violationcriticaladmin_rashidadmin192.168.100.54192.168.100.79blankquarantinedpendingCamera policy violation: unauthorized access attempt detected.
ALOG-00007compliantwarehouse2024-06-06T19:40:55Zhumidity-492humidity_sensorv1.0.1-90180wh-111logoutinfoop_olgaoperator10.0.3.19blankblankblankblankHumidity sensor user logged out after shift.
ALOG-00008non_compliantstation2024-06-07T05:15:29Zenv-8830air_quality_sensorv2.0.735.6895139.6917stn-301incident_responsecriticalsecscan_botautomated_process172.16.20.100172.16.20.200blankescalatedpendingEmergency response initiated for hazardous air quality detected.

What the 120 rows show

from the 120-row sample
  • 3remediation statuses
  • 4user roles
  • 4remediation actions
  • 5event severities
  • 8device types
  • 9event types
compliance_status120 rows by value
0306059compliant49%41non_compliant34%20not_checked17%
infrastructure_type98 rows with a value · 22 left blank
  1. bus21
  2. warehouse19
  3. traffic_light15
  4. train14
  5. metro13
  6. station8
  7. depot5
  8. experimental_hub3
20 columns by typefrom the column list below
  • string 17
  • float 2
  • datetime 1

Columns

20 columns in three groups
blueprint · 20 columns
columntypedescriptionexample
Text 17 columns
audit_log_idstringUnique identifier for each security audit log eventuniqueALOG-00001
device_idstringUnique identifier for the IoT device involved in the eventcam-83219
device_typestringType or model of the IoT device (e.g., GPS tracker, sensor, camera)8 typescamera
device_firmware_versionstringFirmware version running on the IoT deviceoptionalv1.2.4
infrastructure_idstringIdentifier for the transportation infrastructure asset (e.g., traffic signal, depot, vehicle)optionaltrain-534
infrastructure_typestringType of transportation infrastructure (e.g., traffic light, bus, warehouse)8 types · optionaltrain
event_typestringType of security event (e.g., login, configuration_change, firmware_update, anomaly_detected, vulnerability_found)9 valueslogin
event_severitystringSeverity level of the event (e.g., info, low, medium, high, critical)info · low · medium · high · criticalinfo
event_descriptionstringDetailed description of the audit eventCamera device user login …
user_idstringIdentifier for the user or system account that initiated the event (if applicable)optionalop_frank
user_rolestringRole of the user or system account (e.g., admin, operator, automated_process)4 roles · optionaloperator
source_ipstringIP address from which the event originatedoptional10.0.1.2
destination_ipstringIP address targeted by the event (if applicable)optional10.0.4.251
compliance_statusstringCompliance check result at the time of the event (e.g., compliant, non_compliant, not_checked)compliant · non_compliant · not_checked · optionalcompliant
vulnerability_idstringReference ID for a detected vulnerability (e.g., CVE number), if applicableoptionalCVE-2024-18532
remediation_actionstringAction taken to remediate the event or vulnerability (e.g., patched, quarantined, escalated, none)4 actions · optionalpatched
remediation_statusstringStatus of the remediation action (e.g., pending, completed, failed, not_applicable)pending · completed · failed · not_applicable · optionalcompleted
Numbers 2 columns
device_location_latitudefloatLatitude of the IoT device at the time of the event-90 to 90 · optional40.7128
device_location_longitudefloatLongitude of the IoT device at the time of the event-180 to 180 · optional-74.006
Dates and times 1 column
event_timestampdatetimeDate and time when the audit event was recorded (UTC)2024-06-05T00:00:00Z

Use it for

  • rows12020 columnsrows by compliance st…59compli…41non_co…20not_ch…

    A transportation dashboard

    A breakdown of infrastructure_type. Excel, Power BI or Tableau.

  • What pattern can you find in 120 rows?

    A class exercise

    Hand out the rows and one question. Everyone works from the same 120 rows.

  • A software demo

    Believable audit logs with event_timestamp, device_id and device_type to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 20 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset120 rows20 columns
Yours1,000 rows20 columnsdevice_location_latitude: UK only

blueprint · transportation-iot-security-audit-logs

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 20 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Each row represents a unique IoT device event within a transportation asset (fleet vehicle, traffic signal, etc.)
  • Events must include timestamp, device ID, event type, and severity level
  • Compliance flags are set for devices with outdated firmware or failed authentication
  • Critical events require incident escalation indicator
  • Devices with repeated warnings are tagged for maintenance review
Rows
Open the blueprint in Data Factory

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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
transportation-iot-security-audit-logs

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