neoThreatAgent

The AI-driven Threat Analysis and Suricata Rule Generation Engine

Accelerate your threat detection with an AI engine that analyzes malware, extracts IOCs, and instantly generates Suricata rules—combining human intelligence with automation to transform manual threat research into real-time, actionable insights.

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The AI-driven Threat Analysis and Suricata Rule Generation Engine neoThreatAgent

Are delays in malware analysis and missed IOCs leaving your organization vulnerable to advanced and evolving threats?

Manual malware analysis and rule creation are slow, complex, and prone to errors. Our AI-Powered Threat Analysis & Suricata Rule Generation Engine streamlines the process by automating everything—from Malware input to threat summary and Suricata rule output.
It analyzes malware using file-specific tools, feeds the results into OpenAI to extract IOCs, and instantly generates high-quality Suricata rules. This cuts response time from hours to seconds, boosts detection accuracy, and reduces analyst workload—delivering fast, actionable threat intelligence at scale.

neoThreatAgent

AI-driven threat analysis and Suricata rule generation engine

Our AI-driven threat analysis and Suricata rule generation engine automates the journey from malware analysis to deployable Suricata rules. It leverages file-type-specific static analysis tools and a powerful language model to extract indicators of compromise (IOCs), generate human-readable threat summaries, and produce high-quality Suricata rules in real-time. Packaged as a containerized service, it integrates seamlessly with existing IDPS pipelines to accelerate incident response, reduce analyst fatigue, and improve detection accuracy at scale. 

What sets our solution apart?

  • Converts malware input into suricata rules in real-time, accelerating response times.
  • Uses AI to extract subtle and complex IOCs (Indicator of Compromise).
  • Integrates easily via APIs with existing security tools.
  • Runs anywhere using a lightweight Docker container.
  • Generates accurate, deployment-ready Suricata rules. 
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Capabilities of Our Solution

Malware Input via API

Send malware samples to a running Docker-based service via simple API calls.

AI-Driven Intelligence Extraction

OpenAI parses the analysis output to extract IOCs (Indicator of Compromise) such as domains, IPs, file hashes, mutexes, registry keys, etc.

Integrated Threat Analysis

Utilizes a combination of different threat analysis tools based on the type of malware (e.g., strings, mraptor)

Suricata Rule Generation

Auto-generates Suricata rules based on identified IOCs with logic for detection and context-specific tagging.

Threat Summary Report

Provides a concise yet detailed summary of malware behavior, and observed indicators.

Plug-and-Play Integration

Easily connect to your existing infrastructure for instant value.

Our Approach

Threat Data Collection & Analysis

Threat analysis tools (like mraptor, oleid, and strings) extract metadata, macros, obfuscated code, and other threat artifacts from received malware files, forming the input for AI processing.

AI-Powered IOC & Behavior Extraction

An AI engine (e.g., OpenAI) receives the parsed data, extracts IOCs (Indicators of Compromise), and summarizes behavior for threat detection.

Suricata Rule Generation & Reporting

The Rule Generator Module uses AI to convert extracted IOCs and logic into actionable Suricata rules. A Report Generator then produces a human-readable summary for threat intelligence teams.

Scalable Automation Layer

The entire pipeline is containerized (Dockerized) and accessible via a REST API, enabling easy integration, automation, and scalability.

Why Choose Neova's AI Powered Threat Analysis & Suricata Rule Generation Engine Solution?

Fast, Automated Threat Analysis

Converts malware input into detection rules in real-time, accelerating response times.

AI-Augmented IOC Extraction

Leverages OpenAI’s language understanding to identify subtle and complex indicators missed by rule-based tools.

API-First Architecture

Integrates easily with sandbox pipelines, SIEMs, SOAR platforms, or custom automation flows.

Portable & Scalable

Packaged as a Docker container that runs anywhere—on-prem, cloud, or hybrid environments.

High-Quality Suricata Rules

Generates clean, context-aware Suricata rules ready for deployment.

Meet Our neoAIAgents

AI Agents are Designed as Solutions to Simplify Tasks, Accelerate Progress, Overcome Challenges, Enhance Efficiency, and Drive Results across your Business

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Use Cases

Security Analysts

Automate repetitive rule writing for faster response and triage.

Threat Intelligence Teams

Convert malware reports into actionable Suricata rules and IOC datasets.

Enterprises & MSSPs

Augment threat detection capabilities across client environments.

SOAR/DevSecOps Teams

Integrate directly into security automation pipelines to reduce MTTR.

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