Rule/Query Full Summary with AI – Source: socprime.com

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 query targeting unconstrained Kerberos delegation indicators is broken down into key components:

• Index and Source Filtering: Limits search scope to specific log types, such as WinEventLog.
• ScriptBlockText Filters: Identifies script-based conditions using PowerShell blocks for various Kerberos delegation attributes:
• • TrustedForDelegation
    
  • TrustedToAuthForDelegation
    
  • msDS-AllowedToDelegateTo
    
  • PrincipalsAllowedToDelegateToAccount
  • LDAPFilter with userAccountControl flags

Each condition is annotated with context—why it matters and what kind of misconfiguration or abuse it may indicate.

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Why It’s Innovative

Rather than relying on manual review of lengthy detection logic, Full Summary enables security engineers to instantly understand:

• What the rule is detecting
• Which attributes or behaviors it targets
• How it filters data and defines success conditions
• 48 languages supported

It’s particularly valuable in high-velocity SOC environments where clear documentation is rarely available or up to date. Uncoder AI delivers:

• Accurate breakdowns
• Structured summaries with headings
• Contextual information around threat relevance
  

Powered by the Llama 3.3 model hosted in SOC Prime’s private cloud, this feature guarantees privacy and performance.

Operational Value

• Saves Analysis Time: Analysts no longer need to read and decode complex detection logic line by line.
  
• Improves Collaboration: Helps Tier 1–3 analysts and detection engineers work with shared understanding.
  
• Reduces Onboarding Time: Junior team members can ramp up faster with clear logic summaries.
• Enhances Documentation: Full summaries can be stored with the rule for future audit, review, or optimization.

From Complexity to Clarity

Whether you’re tuning detection rules, reviewing threat logic, or trying to document what a query actually does—Uncoder AI’s Full Summary gives your team a powerful assist. It’s detection content, fully explained, in seconds.

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