Manufacturing
17 columns
120 rows
8 formats

Factory IoT Access Audit Log

This dataset provides detailed, timestamped logs of access events to IoT devices on a manufacturing floor, including user identity, device information, event type, outcome, and compliance indicators. It is ideal for security monitoring, compliance auditing, and operational analysis, enabling manufacturers to detect unauthorized activity, investigate incidents, and improve cyber-physical resilience.

last updated 19 Dec 2025
by GoMask

The brief that made it

Detecting and investigating unauthorized IoT device access

Sample rows

preview · 8 of 120 rows · all 17 columns

audit_log_idstring	access_resultstring	is_compliantboolean	device_typestring	event_timestampdatetime	device_idstring	device_namestring	device_locationstring	user_idstring	user_namestring	user_rolestring	access_typestring	source_ipstring	source_macstring	factory_zonestring	alert_flagboolean	action_detailsstring
AL0001	success	true	sensor	2024-06-01T07:15:22	DV-1001	TempSensor-Assembly1	Line A - Assembly	USR-001	Alice Chen	operator	login	192.168.1.101	A1:B2:C3:D4:E5:F6	assembly	false	Operator Alice logged in to TempSensor for morning setup.
AL0002	success	true	actuator	2024-06-01T07:18:34	DV-1002	Actuator-Assembly2	Line B - Assembly	USR-002	Daniel Wu	engineer	configuration	10.0.0.45	F2:E1:D3:C4:B5:A6	assembly	false	Engineer Daniel updated actuator speed parameters.
AL0003	success	true	sensor	2024-06-01T07:22:10	DV-1003	HumiditySensor-QA	QA Lab	USR-003	Carmen Yu	QA	read	192.168.2.203	B3:A4:D5:C6:E7:F8	QA	false	QA Carmen read humidity data for sample batch.
AL0004	success	true	robot	2024-06-01T07:30:55	DV-1004	RobotArm-Packaging1	Packaging Station 1	USR-004	Brian Lee	engineer	firmware_update	10.10.1.5	E5:F6:A1:B2:C3:D4	packaging	false	Firmware updated on RobotArm-Packaging1 for improved grip.
AL0005	success	true	sensor	2024-06-01T07:42:37	DV-1005	PressureSensor-Assembly3	Line C - Assembly	USR-005	Emily Zhang	operator	write	192.168.1.55	A6:B7:C8:D9:E0:F1	assembly	false	Emily calibrated pressure sensor for new product run.
AL0006	success	true	controller	2024-06-01T07:50:21	DV-1006	Controller-Assembly4	Line D - Assembly	USR-006	Frank Lin	operator	read	192.168.1.109	C9:D8:E7:F6:A5:B4	assembly	false	Frank reviewed controller status for shift change.
AL0007	success	true	robot	2024-06-01T08:00:11	DV-1007	SorterRobot-QA1	QA Sorting Area	USR-007	Gina Tang	QA	login	172.16.2.100	F8:E7:D6:C5:B4:A3	QA	false	QA Gina logged in to SorterRobot for batch verification.
AL0008	success	true	printer	2024-06-01T08:10:18	DV-1008	LabelPrinter-Packaging2	Packaging Station 2	USR-008	Helen Ma	engineer	write	192.168.3.222	D1:C2:B3:A4:F5:E6	packaging	false	Helen printed new batch labels for shipment.
AL0009	success	true	sensor	2024-06-01T08:19:44	DV-1009	TempSensor-Assembly5	Line E - Assembly	USR-009	Ivan Liu	operator	read	192.168.1.210	F2:E3:D4:C5:B6:A7	assembly	false	Operator Ivan read temperature log for quality check.
AL0010	success	true	actuator	2024-06-01T08:31:05	DV-1010	Actuator-Utilities1	Main Utilities Room	SYS-001	system	system	read	127.0.0.1	AA:BB:CC:DD:EE:FF	utilities	false	System performed scheduled actuator health check.
AL0011	success	true	server	2024-06-01T08:45:29	DV-1011	Server-IT1	Server Room	SYS-002	ITService	system	other	255.255.255.255	FF:EE:DD:CC:BB:AA	IT	false	ITService ran backup job on Server-IT1.
AL0012	denied	false	unknown	2024-06-01T08:53:09	DV-1012	UnknownDevice-Lobby	N/A	GUEST-101	Visitor01	visitor	other	8.8.8.8	AB:CD:EF:12:34:56	lobby	true	Visitor attempted unauthorized network scan.
AL0013	success	true	robot	2024-06-01T09:04:16	DV-1013	SorterRobot-QA2	QA Sorting Area	USR-010	Jasmine Lin	QA	write	192.168.2.210	B8:C7:D6:E5:F4:A3	QA	false	Jasmine issued QA batch sorter command.
AL0014	failure	false	controller	2024-06-01T09:10:37	DV-1014	Controller-Assembly6	Line F - Assembly	USR-011	Kevin Hsu	operator	configuration	192.168.1.201	A2:B3:C4:D5:E6:F7	assembly	true	Operator Kevin failed to update cycle configuration.
AL0015	success	true	printer	2024-06-01T09:23:51	DV-1015	LabelPrinter-Packaging3	Packaging Station 3	USR-012	Linda Ho	engineer	read	192.168.3.120	E6:D5:C4:B3:A2:F1	packaging	false	Linda reviewed print logs for packaging output.
AL0016	failure	false	sensor	2024-06-01T09:35:04	DV-1016	PressureSensor-Utilities2	Utilities West	SYS-003	SecurityBot	system	read	0.0.0.0	11:22:33:44:55:66	security	true	SecurityBot failed scheduled sensor scan.
AL0017	success	true	robot	2024-06-01T09:42:29	DV-1017	RobotArm-Packaging2	Packaging Station 2	USR-013	Oscar Lin	engineer	configuration	10.0.1.55	B1:C2:D3:E4:F5:A6	packaging	false	Oscar updated robot arm calibration.
AL0018	success	true	sensor	2024-06-01T09:50:11	DV-1018	TempSensor-Assembly7	Line G - Assembly	USR-014	Paula Wu	operator	write	192.168.1.150	C3:D4:E5:F6:A7:B8	assembly	false	Paula set new temperature threshold.
AL0019	timeout	false	robot	2024-06-01T10:03:28	DV-1019	SorterRobot-QA3	QA Sorting Area	USR-015	Quinn Lee	QA	logout	172.16.2.222	A9:B8:C7:D6:E5:F4	QA	true	QA Quinn logout attempt timed out.
AL0020	success	true	printer	2024-06-01T10:13:04	DV-1020	LabelPrinter-Packaging4	Packaging Station 4	USR-016	Rachel Tan	engineer	write	192.168.3.200	E3:F2:A1:B4:C5:D6	packaging	false	Rachel printed urgent batch labels.

What the 120 rows show

from the 120-row sample

Success (access result) stands out: 89 of its 90 rows have is_compliant = true, against 0 of 30 for the rest.

74%is_compliant = true
5user roles
7access types
7factory zones

Is compliant rate by access_resultis_compliant = true

device_type120 rows · 7 values

sensor35
robot21
actuator17
controller15
printer15
unknown10
server7

17 columns by typefrom the column list below

string 14
datetime 1
boolean 2

Columns

17 columns in three groups

blueprint · 17 columns
column	type	description	example
Text 14 columns
`audit_log_id`	string	Unique identifier for each access audit log entryunique	AL0001
`device_id`	string	Unique identifier of the IoT device accessed	DV-1001
`device_name`	string	Human-readable name of the IoT deviceoptional	TempSensor-Assembly1
`device_type`	string	Type or category of the IoT device (e.g., sensor, actuator, robot)7 types · optional	sensor
`device_location`	string	Physical or logical location of the IoT device within the factoryoptional	Line A - Assembly
`user_id`	string	Unique identifier of the user or system accessing the device	USR-001
`user_name`	string	Name of the user or system account accessing the deviceoptional	Alice Chen
`user_role`	string	Role or job function of the user (e.g., operator, engineer, admin, system)5 roles · optional	operator
`access_type`	string	Type of access event (e.g., login, logout, read, write, configuration, firmware_update)7 values	login
`access_result`	string	Result of the access attempt (e.g., success, failure, denied, timeout)success · failure · denied · timeout	success
`source_ip`	string	IP address from which the access was attemptedoptional	192.168.1.101
`source_mac`	string	MAC address of the source device initiating the accessoptional	A1:B2:C3:D4:E5:F6
`factory_zone`	string	Zone or section of the factory where the event occurred (e.g., assembly, packaging, QA)7 zones · optional	assembly
`action_details`	string	Additional details about the access event (e.g., command issued, configuration changed)optional	Updated packaging speed
Dates and times 1 column
`event_timestamp`	datetime	Date and time when the access event occurred	2024-06-01T07:15:22
True or false 2 columns
`is_compliant`	boolean	Indicates whether the access event complied with security policiesoptional	true
`alert_flag`	boolean	Indicates if the event triggered a security or compliance alertoptional	false

Use it for

A manufacturing dashboard
The is_compliant rate, is_compliant by access_result and a breakdown of device_type. Excel, Power BI or Tableau.
Why do 89 of 120 rows have is_compliant = true?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Audit logs120
AL0001success
AL0002success
AL0012denied
A software demo
Believable audit logs with event_timestamp, device_id and device_name to fill a screen in front of a buyer.

This dataset120 rows17 columns

Yours1,000 rows17 columnsdevice_location: UK only

blueprint · factory-iot-access-audit-log

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 17 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 access event includes timestamp, device ID, user ID, and access type.
Flag events outside approved hours as potential anomalies.
Track failed access attempts and escalate if exceeding daily threshold.
Link device types to sensitivity levels for prioritizing investigations.
Audit trail must not contain personal data beyond user IDs.

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: factory-iot-access-audit-log

What should your data show?

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Sample rows

What the 120 rows show

Columns

Use it for

A manufacturing dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Manufacturing

What should your data show?