RobertoDeLaCamara/ML-IDS

Add pagination to GET /api/alerts endpoint 10 days ago

good first issue

1

Full-stack ML intrusion detection system. Random Forest + Stacking Classifier on CIC-IDS2017 (78 features). FastAPI, async PostgreSQL, real-time WebSocket dashboard, Prometheus metrics, MLflow tracking, API key auth.

Python

#anomaly-detection#cicids2017#cybersecurity#fastapi#intrusion-detection-system#machine-learning#mlflow#network-security#postgresql#prometheus#python#random-forest#real-time-dashboard#scikit-learn#websocket

Add API endpoint for model performance metrics 4 months ago

good first issue

RobertoDeLaCamara/ML-IDS

1

Full-stack ML intrusion detection system. Random Forest + Stacking Classifier on CIC-IDS2017 (78 features). FastAPI, async PostgreSQL, real-time WebSocket dashboard, Prometheus metrics, MLflow tracking, API key auth.

Python

#anomaly-detection#cicids2017#cybersecurity#fastapi#intrusion-detection-system#machine-learning#mlflow#network-security#postgresql#prometheus#python#random-forest#real-time-dashboard#scikit-learn#websocket

Implement model A/B testing framework 5 months ago

help wanted

RobertoDeLaCamara/ML-IDS

1

Full-stack ML intrusion detection system. Random Forest + Stacking Classifier on CIC-IDS2017 (78 features). FastAPI, async PostgreSQL, real-time WebSocket dashboard, Prometheus metrics, MLflow tracking, API key auth.

Python

#anomaly-detection#cicids2017#cybersecurity#fastapi#intrusion-detection-system#machine-learning#mlflow#network-security#postgresql#prometheus#python#random-forest#real-time-dashboard#scikit-learn#websocket

Add Grafana dashboard template 5 months ago

help wanted

RobertoDeLaCamara/ML-IDS

1

Full-stack ML intrusion detection system. Random Forest + Stacking Classifier on CIC-IDS2017 (78 features). FastAPI, async PostgreSQL, real-time WebSocket dashboard, Prometheus metrics, MLflow tracking, API key auth.

Python

#anomaly-detection#cicids2017#cybersecurity#fastapi#intrusion-detection-system#machine-learning#mlflow#network-security#postgresql#prometheus#python#random-forest#real-time-dashboard#scikit-learn#websocket

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