Technology
20 columns
125 rows
8 formats

Edge Device Vulnerability Remediation Log

This dataset logs detailed vulnerability remediation actions for IoT and edge devices across distributed networks, including device context, vulnerability details, remediation timelines, and responsible teams. It enables cybersecurity teams to benchmark response times, track recurring issues, and optimize incident response processes for improved network security and operational resilience.

last updated 1 Dec 2025
by GoMask

The brief that made it

Benchmarking vulnerability remediation timelines across distributed networks

Sample rows

preview · 8 of 125 rows · all 20 columns

remediation_idstring	device_typestring	response_time_hoursfloat	recurring_issue_flagboolean	remediation_actionstring	device_idstring	device_locationstring	network_segmentstring	vulnerability_idstring	vulnerability_severitystring	vulnerability_typestring	date_detecteddate	date_remediation_starteddate	date_remediation_completeddate	remediation_statusstring	incident_report_idstring	assigned_teamstring	resolution_time_hoursfloat	vulnerability_descriptionstring	remediation_notesstring
RM-202406A1	sensor	0	false	patch applied	dev-001	Data Center 3, New York	seg-DC03	CVE-2023-4521	High	firmware	2024-05-12	2024-05-12	2024-05-13	Completed	INC-456789	NY-EdgeOps	24	Buffer overflow in device firmware allows remote code execution.	Firmware updated to latest secure version; no signs of exploitation.
RM-202406B2	gateway	24	false	configuration changed	gw-008	Branch Office 2, California	branch-CA-2	CVE-2024-1002	Critical	authentication	2024-05-10	2024-05-11	2024-05-12	Completed	INC-456790	CA-SOC	24	Authentication bypass vulnerability in gateway management interface.	Admin interface access restricted; strong password policy enforced.
RM-202406C3	camera	24	false	password rotated	cam-004	Factory 1, Illinois	seg-IL-01	CVE-2023-3344	High	configuration	2024-04-29	2024-04-30	2024-05-01	Completed	INC-456791	IL-EdgeOps	24	Default admin credentials allow unauthorized access to video streams.	Default passwords replaced; all users notified of change.
RM-202406D4	smart lock	24	true	configuration changed	iot-XY99	Retail Outlet 8, Dallas	us-retail-8	INT-2024-001	Medium	configuration	2024-04-21	2024-04-22	2024-04-22	Completed	INC-456792	US-FieldOps	0	Configuration error allows repeated lockout attempts, risking denial of access.	Lockout parameters adjusted; monitoring enabled for repeated failures.
RM-202406E5	edge node	24	false	network isolation	edge-RA12	Cloud Zone East	cloud-east-1	CVE-2024-2234	High	network	2024-05-03	2024-05-04	2024-05-06	Completed	INC-456793	CloudOps-East	48	Improper network isolation exposes internal services to public internet.	Firewall rules updated to segment internal services; verified via penetration test.
RM-202406F6	sensor	24	true	firmware update	dev-001	Data Center 3, New York	seg-DC03	CVE-2023-4521	High	firmware	2024-05-20	2024-05-21	2024-05-21	Completed	INC-456794	NY-EdgeOps	0	Buffer overflow in device firmware allows remote code execution.	Repeat occurrence; root cause analyzed and mitigated.
RM-202406G7	controller	24	false	protocol disabled	ctrl-011	Factory 2, Michigan	seg-MI-02	CVE-2022-8812	Critical	legacy	2024-05-17	2024-05-18	2024-05-20	Completed	INC-456795	MI-EdgeOps	48	Legacy protocol support leaves controller vulnerable to replay attacks.	Legacy protocol removed; all communications upgraded to secure standard.
RM-202406H8	camera	24	true	network reconfiguration	cam-004	Factory 1, Illinois	seg-IL-01	CVE-2024-9902	High	network	2024-05-01	2024-05-02	2024-05-02	Completed	INC-456796	IL-EdgeOps	0	Unencrypted video stream exposes sensitive visual data.	TLS encryption enabled on all streams; monitoring set for data leaks.
RM-202406I9	smart lock	48	true	configuration changed	iot-XY99	Retail Outlet 8, Dallas	us-retail-8	TEST-2024-03	Low	configuration	2024-04-11	2024-04-13	2024-04-14	Completed	blank	US-FieldOps	24	Test environment revealed slow response to repeated unlock attempts.	Unlock logic optimized; test script rerun for validation.
RM-202406J0	environment sensor	blank	true	patch attempted	env-ES07	GPS:41.8781,-87.6298	test-segment-1	FAULT-2024-02	Critical	legacy	2024-03-28	blank	blank	Failed	blank	QC-Team	blank	Extreme temperature test caused sensor failure and repeated alerts.	Patch unsuccessful; sensor scheduled for replacement in next cycle.
RM-202406K1	gateway	blank	false	configuration scheduled	gw-009	Branch Office 4, Texas	branch-TX-4	CVE-2023-7001	High	authentication	2024-04-09	blank	blank	Pending	blank	TX-SOC	blank	Gateway fails to enforce two-factor authentication for admin users.	blank
RM-202406L2	controller	0	true	configuration changed	ctrl-011	Factory 2, Michigan	seg-MI-02	INT-2024-004	Medium	configuration	2024-05-05	2024-05-05	2024-05-06	Completed	INC-456797	MI-EdgeOps	24	Controller configuration error prevents proper device shutdown sequence.	Shutdown sequence corrected; no further alarms detected.
RM-202406M3	sensor	0	false	network reconfiguration	dev-002	Data Center 5, Boston	seg-DC05	CVE-2024-3342	High	network	2024-05-09	2024-05-09	2024-05-10	Completed	INC-456798	Boston-EdgeOps	24	Sensor data exposed to unauthorized network segment due to misconfiguration.	Access controls updated; audit confirms proper segmentation.
RM-202406N4	smart lock	120	true	configuration changed	iot-XY100	Retail Outlet 10, Miami	us-retail-10	TEST-2024-05	Low	configuration	2024-04-05	2024-04-10	2024-04-10	Completed	blank	US-FieldOps	0	Simulated unlocking attempts exceeded allowed threshold, causing delays.	Thresholds reset, test environment parameters updated.
RM-202406O5	camera	24	false	firmware update	cam-005	Branch Office 1, Georgia	branch-GA-1	CVE-2022-2288	Medium	firmware	2024-05-12	2024-05-13	2024-05-14	Completed	INC-456799	GA-EdgeOps	24	Camera firmware fails to encrypt stored video files.	Encryption module patched; all files re-encrypted.
RM-202406P6	sensor	0	false	patch applied	dev-003	Data Center 1, Seattle	seg-DC01	CVE-2023-8911	High	firmware	2024-05-03	2024-05-03	2024-05-04	Completed	INC-456800	Seattle-EdgeOps	24	Firmware update process failed validation checks.	Update process reviewed; validation now mandatory.
RM-202406Q7	gateway	blank	true	configuration changed	gw-008	Branch Office 2, California	branch-CA-2	CVE-2024-1002	Critical	authentication	2024-05-19	2024-05-20	blank	In Progress	INC-456801	CA-SOC	blank	Authentication bypass vulnerability in gateway management interface.	Remediation underway; access logs under review.
RM-202406R8	environment sensor	blank	true	patch attempted	env-ES07	GPS:34.0522,-118.2437	extreme-segment-2	FAULT-2024-09	Critical	legacy	2024-03-21	blank	blank	Failed	blank	Lab-SimOps	blank	Sensor failed during humidity spike; repeated outages observed.	Sensor not responding to patch; escalation planned.
RM-202406S9	sensor	24	false	firmware update	dev-004	Data Center 7, Atlanta	seg-DC07	CVE-2024-5678	Medium	firmware	2024-05-11	2024-05-12	2024-05-13	Completed	INC-456802	Atlanta-EdgeOps	24	Sensor misreports temperature data due to outdated firmware.	Firmware patched; data accuracy restored.
RM-202406T0	edge node	48	true	network isolation	edge-RA12	Cloud Zone East	cloud-east-1	CVE-2024-2234	High	network	2024-05-10	2024-05-12	2024-05-13	Completed	INC-456803	CloudOps-East	24	Improper network isolation exposes internal services to public internet.	Follow-up monitoring enabled for six months.

What the 125 rows show

from the 125-row sample

Environment sensor (device type) stands out: 12 of its 13 rows have recurring_issue_flag = true, against 43 of 112 for the rest.

44%recurring_issue_flag = true
24median response_time_hours
4vulnerability severities
4remediation statuses
5vulnerability types
24median resolution_time_hours

Recurring issue flag rate by device_typerecurring_issue_flag = true

response_time_hours100 rows, in bands of 20

Median 24, from 0 to 192.

remediation_action125 rows · top 10 of 12 values

configuration changed37
patch applied21
patch attempted13
network reconfiguration12
network isolation11
password rotated8
firmware update8
device replaced8
patch scheduled3
configuration scheduled2

20 columns by typefrom the column list below

string 14
float 2
date 3
boolean 1

Columns

20 columns in four groups

blueprint · 20 columns
column	type	description	example
Text 14 columns
`remediation_id`	string	Unique identifier for each remediation action loggedunique	RM-202406A1
`device_id`	string	Unique identifier for the edge or IoT device	dev-001
`device_type`	string	Type or model of the edge device (e.g., sensor, gateway, camera)7 types	sensor
`device_location`	string	Physical or logical location of the device (e.g., data center, branch office, GPS coordinates)optional	Data Center 3, New York
`network_segment`	string	Name or identifier for the network segment where the device residesoptional	seg-DC03
`vulnerability_id`	string	Identifier for the specific vulnerability (e.g., CVE number, internal code)	CVE-2023-4521
`vulnerability_description`	string	Detailed description of the vulnerability	Buffer overflow in device…
`vulnerability_severity`	string	Severity rating of the vulnerability (e.g., Low, Medium, High, Critical)Low · Medium · High · Critical	High
`vulnerability_type`	string	Type/category of vulnerability (e.g., firmware, network, authentication, configuration)5 types	firmware
`remediation_status`	string	Current status of the remediation (e.g., Pending, In Progress, Completed, Failed)Pending · In Progress · Completed · Failed	Completed
`remediation_action`	string	Type of action taken to remediate the vulnerability (e.g., patch applied, configuration changed, device replaced)12 actions	patch applied
`remediation_notes`	string	Additional notes or comments about the remediation processoptional	Firmware updated to lates…
`incident_report_id`	string	Reference to an incident report or ticket associated with this remediationoptional	INC-456789
`assigned_team`	string	Name or identifier of the team responsible for remediation	NY-EdgeOps
Numbers 2 columns
`response_time_hours`	float	Time in hours between detection and remediation start0 or more · optional	0
`resolution_time_hours`	float	Time in hours between remediation start and completion0 or more · optional	24
Dates and times 3 columns
`date_detected`	date	Date when the vulnerability was first detected	2024-05-12
`date_remediation_started`	date	Date when remediation action was initiatedoptional	2024-05-12
`date_remediation_completed`	date	Date when remediation was completedoptional	2024-05-13
True or false 1 column
`recurring_issue_flag`	boolean	Indicates if this vulnerability or issue has occurred previously on this device	false

Use it for

A technology dashboard
The recurring_issue_flag rate, response_time_hours by device_type and a breakdown of remediation_action. Excel, Power BI or Tableau.
Why do 55 of 125 rows have recurring_issue_flag = true?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Remediations125
RM-202406A10sensor
RM-202406D424smart lo…
RM-202406F624sensor
A software demo
Believable remediations with device_id, device_type and device_location to fill a screen in front of a buyer.

This dataset125 rows20 columns

Yours1,000 rows20 columnsdevice_location: UK only

blueprint · edge-device-vulnerability-remediation-log

Behind this dataset

Same schema. As many rows as you need.

These 125 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 one remediation event per device.
Include timestamp, device type, vulnerability severity, remediation action, and status.
Only log events with confirmed vulnerability detection.
Remediation actions must be mapped to standard procedures.
Devices must be tagged by operational zone.
Resolution status must be verified by automated system check.

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: edge-device-vulnerability-remediation-log

What should your data show?

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Sample rows

What the 125 rows show

Columns

Use it for

A technology dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Technology

What should your data show?