repoGitLabTrust 82 · PrimaryPublished 26d agoLive · 25d ago
alben-mustafalic/automated-cybersecurity-threat-detection-system-with-aws-sagemaker
A machine learning pipeline that reads network traffic, deciphers it, and tells you whether it's normal activity or an actual attack, DDoS, unauthorized access, phishing, you name it. Built and deployed entirely on AWS using Amazon SageMaker and trained with publicly available network data. I wanted to take it a step further and wire together a fully automated pipeline around it using real AWS services with Lambda, EventBridge, and S3 so it trains, deploys, and retrains itself with no manual
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Paper → model → repo connections mined from source citations (Tier-1 exact match).
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- PossiblePossibly related (embedding) · 60%Monitoring discriminative ML models using Amazon SageMaker AI with MLflow →
- PossiblePossibly related (embedding) · 59%Streaming benchmark and recommendation results to MLflow with Amazon SageMaker AI →
- PossiblePossibly related (embedding) · 58%Deploying quantized models on Amazon SageMaker AI with Unsloth →
- PossiblePossibly related (embedding) · 58%Monitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboards →
- PossiblePossibly related (embedding) · 57%Monitoring discriminative ML models using Amazon SageMaker AI with MLflow - Amazon Web Services (AWS) →
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newsMonitoring discriminative ML models using Amazon SageMaker AI with MLflownewsStreaming benchmark and recommendation results to MLflow with Amazon SageMaker AInewsDeploying quantized models on Amazon SageMaker AI with UnslothnewsMonitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboardsnewsMonitoring discriminative ML models using Amazon SageMaker AI with MLflow - Amazon Web Services (AWS)
Related across the graph
newsMonitoring discriminative ML models using Amazon SageMaker AI with MLflownewsMonitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboardsnewsDeploying quantized models on Amazon SageMaker AI with UnslothnewsMonitoring discriminative ML models using Amazon SageMaker AI with MLflow - Amazon Web Services (AWS)newsStreaming benchmark and recommendation results to MLflow with Amazon SageMaker AI