Full Report
How It Works Modern detection rules often involve intricate logic, multiple filters, and specific search patterns that make them difficult to interpret at a glance. With its Full Summary feature, Uncoder AI automatically analyzes a provided detection rule or query and generates a detailed explanation in human-readable language. As shown in the example, a Splunk […] The post Rule/Query Full Summary with AI appeared first on SOC Prime.
Analysis Summary
# Tool/Technique: Rule/Query Full Summary with AI (Uncoder AI Feature)
## Overview
The "Rule/Query Full Summary with AI" is a feature, powered by SOC Prime's Uncoder AI, designed to instantly generate comprehensive, structured explanations for complex detection logic (rules or queries). Its primary purpose is to save security analysts time by eliminating the need for manual decoding of detection logic, thereby improving collaboration and speeding up onboarding.
## Technical Details
- Type: Attack Tool/Feature (Detection Engineering Assistant)
- Platform: Used within SOC Prime's ecosystem, supporting detection logic across various platforms.
- Capabilities: Generates immediate, structured summaries of detection rules, detailing what is being detected, targeted attributes/behaviors, data filtering methods, and success conditions. Supports 48 languages.
- First Seen: April 30, 2025 (Date of the article describing the feature)
## MITRE ATT&CK Mapping
Since this is an analysis tool used for defense and detection engineering verification, direct mapping to adversary techniques is not applicable. However, its capabilities directly support **Defensive Strategy** analysis:
- **TA0001 - Initial Access** (Indirectly, by improving detection logic for Initial Access techniques)
- **TA0005 - Defensive Evasion** (Indirectly, by helping analysts understand complex logic that might evade simple checks)
## Functionality
### Core Capabilities
- **Instant Understanding:** Provides immediate comprehension of detection logic without line-by-line reading.
- **Structured Summaries:** Delivers breakdowns with clear headings and contextual information regarding threat relevance.
- **Collaboration Enhancement:** Fosters a shared understanding among security analysts (Tier 1–3) and detection engineers.
### Advanced Features
- **Powered by Llama 3.3:** Utilizes the Llama 3.3 model hosted in SOC Prime’s private cloud to ensure privacy and performance.
- **Documentation:** Summaries can be archived with the rule for future auditing, review, or optimization purposes.
- **Onboarding Acceleration:** Significantly reduces the ramp-up time for junior security team members.
## Indicators of Compromise
(N/A - This is a defensive analysis and logic explanation tool, not malware or an offensive technique.)
## Associated Threat Actors
(N/A - This is a defensive platform feature.)
## Detection Methods
(N/A - This is a tool for *creating* and *understanding* detection methods, not something to be detected.)
## Mitigation Strategies
(N/A - Applicable only to the integration/use of the tool by defenders.)
## Related Tools/Techniques
- Uncoder AI (The underlying platform/engine)
- Sigma (The potential rule format being summarized)
- Detection Engineering Workflows