Examples

• Anomalous Behavior Profiling with Forest Inference Library (FIL) Example
  
  • Background
    
    • The Dataset
  • Pipeline Architecture
  • Setup
    
    • Launching Triton
  • Running the Pipeline
• ABP Detection Example Using Morpheus
  
  • Setup
    
    • Triton Inference Server
      
      • Deploy Triton Inference Server
      • Verify Model Deployment
  • ABP Detection Pipeline
    
    • CLI Example
• GNN Fraud Detection Pipeline
  
  • Requirements
  • Running
    
    • Setup Env Variable
    • CLI Example
• Example cyBERT Morpheus Pipeline for Apache Log Parsing
  
  • Set up Triton Inference Server
    
    • Pull Triton Inference Server Docker Image
    • Setup Env Variable
    • Start Triton Inference Server Container
    • Verify Model Deployment
  • Run Log Parsing Pipeline
  • CLI Example
• Sensitive Information Detection with Natural Language Processing (NLP) Example
  
  • Background
    
    • The Dataset
  • Pipeline Architecture
  • Setup
    
    • Launching Triton
  • Running the Pipeline
• Example Ransomware Detection Morpheus Pipeline for AppShield Data
  
  • Setup Triton Inference Server
    
    • Pull Triton Inference Server Docker Image
    • Setup Env Variable
    • Start Triton Inference Server Container
    • Verify Model Deployment
  • Requirements
  • Run Ransomware Detection Pipeline
• Root Cause Analysis Acceleration & Predictive Maintenance Example
  
  • Background
    
    • The Dataset
  • Pipeline Architecture
  • Setup
    
    • Launching Triton
      
      • ONNX->TensorRT Model Conversion
  • Running the Pipeline
    
    • Root Cause Analysis using Binary Sequence Classification
• SID Visualization Example
  
  • Prerequisites
  • Setup
    
    • Build Morpheus Dev Container
    • Launch User Interface
    • Build Morpheus
  • Running the Demo
    
    • Running Morpheus