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Demo listing. This page uses illustrative seed metadata to demonstrate the Atlas. Claims shown here are not verified product facts.

CtrlForest

Internet of Things & Edge

Demo

A software-defined IoT intrusion platform that selects flow features with a swarm (Bat + differential mutation) then classifies attacks with a weight-adapted Random Forest under the SDN controller’s global view.

Deployment-Ready FoundationfazeZERO VerifiedProprietary

Last verified 15 Sept 2026 · Updated 23 Sept 2026 · Metadata v4

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Configuration + implementation engagement

Problem

Operators of SDN-controlled IoT fabrics (campus, industrial campus, smart-building backbones) who already centralize flow stats but still run signature IDS that miss novel probes.

Outcome

A deployment-ready foundation that teams can configure into production.

Who uses it

  • Operations Analyst
  • Solution Architect

Key capabilities

  • Core workflow

    AI-assistedIncluded

    Primary operating workflow for this foundation.

  • Document intelligence

    AI-assistedIncluded

    Extract and ground decisions from operating documents.

Typical workflow

Primary operating flow

Trigger: An operator starts the primary use case

  1. Task

    Stage 1: Capture inputs

    Operator

  2. AI-assisted

    Stage 2: Assist with draft

    System

  3. Human checkpoint

    Stage 3: Human approval

    Approver

Task Automated AI-assisted Human checkpoint Decision

About this foundation

Controller-native two-stage IDS for SD-IoT. Misuse signatures cannot generalize; naive anomaly detectors flood false alarms. CtrlForest productizes the paper’s pipeline — improved Bat feature selection with K-means swarm division and Differential Mutation, then Random Forest with iterative sample reweighting and weighted voting — so the controller both observes and classifies with higher accuracy and lower overhead than prior swarm+RF baselines.

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