Full Report
How It Works This Uncoder AI feature processes structured threat reports, such as those in IOC (Indicators of Compromise) format, and automatically transforms them into actionable detection logic. The screenshot illustrates: Left Panel: A classic threat intelligence report under the “COOKBOX” campaign, showing extracted hashes, domains, IPs, URLs, and registry keys associated with malicious PowerShell […] The post IOC Intelligence to Google SecOps: Automated Conversion with Uncoder AI appeared first on SOC Prime.
Analysis Summary
# Tool/Technique: Uncoder AI Conversion Capability
## Overview
Uncoder AI is a tool used to automate the conversion of Indicators of Compromise (IOCs) and threat detection logic from one format or platform (e.g., raw IOCs or logic written for one SIEM) into another format, specifically mentioned here as Google Security Operations (SecOps) using the Unified Data Model (UDM). Its purpose is to bridge the gap between static threat intelligence and active, deployable security detections efficiently.
## Technical Details
- Type: Tool (Detection Engineering Utility)
- Platform: Cross-platform conversion engine, applied here to output formats compatible with Google SecOps/UDM.
- Capabilities: Automated translation of threat detection logic, syntactic and semantic accuracy tailoring logic based on threat behavior and target language constraints.
- First Seen: Not explicitly stated in the provided text, but the context implies it is a current offering (June 06, 2025 article date).
## MITRE ATT&CK Mapping
*This tool performs a defensive/engineering function (detection creation) rather than directly mapping to adversary TTPs. However, its intended output maps to Tactic: Detection.*
- T0000 - Detection
- T0000.001 - Analyzing Threat Intelligence (as it converts threats into detections)
## Functionality
### Core Capabilities
- Conversion of IOC intelligence into security detections ready for deployment.
- Tailoring detection logic based on threat behavior.
- Ensuring syntactic and semantic accuracy during platform conversions.
### Advanced Features
- Cross-platform compatibility, eliminating vendor lock-in for detection rules.
- Automated adaptation of logic according to the specific constraints of the target detection language (e.g., Google SecOps/UDM).
- Accelerated rule creation, going from IOC to deployable detection in seconds.
## Indicators of Compromise
- File Hashes: N/A (Focus is on tool conversion logic, not specific malware IOCs)
- File Names: N/A
- Registry Keys: N/A
- Network Indicators: N/A
- Behavioral Indicators: N/A
## Associated Threat Actors
- None mentioned. This tool is used by defenders (Detection Engineers, SOC Teams).
## Detection Methods
- N/A (This is a defensive tool for rule generation).
## Mitigation Strategies
- N/A (This is a defensive tool).
## Related Tools/Techniques
- Detection as Code platforms
- SIEM rule generation tools
- Sigma (mentioned elsewhere on the site, representing another standard for detection content)