metadata
license: cc-by-nc-sa-4.0
task_categories:
- text-classification
language:
- en
pretty_name: Embedded Firmware Update and Bootloader Security Code Reasoning Dataset
Embedded Firmware Update and Bootloader Security Code Reasoning Dataset
This dataset focuses on source code for firmware update, boot, and rollback workflows in IoT and OT devices, paired with security analysis examples. Samples identify issue categories, vulnerable locations, execution paths, root causes, security impacts, and remediation guidance, with emphasis on validation logic, state transitions, and trust boundaries. It supports training and evaluating models that reason about firmware code paths, locate security defects, and explain failure causes, making it suitable for code SFT and firmware security debugging.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| language | string | Programming language identified from the source code. |
| root_cause | string | Explanation of why the defect occurs, including errors in validation, state management, or trust boundary handling. |
| remediation | string | Code changes or security controls recommended to address the underlying cause of the defect. |
| source_code | string | Source code for firmware update, bootloader, or rollback workflows used in security analysis. |
| function_name | string | Name of the function associated with the security issue or a critical state transition. |
| execution_path | string | Code path taken when the issue is triggered and the related state changes. |
| issue_category | string | Category of the security issue, such as a validation defect, state transition error, or trust boundary issue. |
| security_impact | string | Potential effects of the defect on firmware integrity, device booting, or update and rollback security. |
| vulnerable_location | string | Code location, statement, or logic branch associated with the defect. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |