COMPETITION2023

Intrusion Detection System

🥉 3rd Place - National Data Science Tournament 2023

Advanced IDS for Indonesian Government Super App using Deep Learning

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About This Project

Sistem deteksi intrusi canggih untuk Super App Pemerintah Indonesia menggunakan deep learning dan machine learning untuk meningkatkan keamanan siber.

Model yang digunakan: - Deep Neural Networks - Multinomial Logistic Regression - Naive Bayes - AdaBoost

Jenis serangan yang dideteksi: - DoS (Denial of Service) - Probe - R2L (Remote to Local) - U2R (User to Root)

Key Features

Real-time Detection
Multi-attack Classification
Dashboard Visualization
Alert System

Project Links

Technology Stack

PythonTensorFlowscikit-learnDeep Neural NetworksAdaBoost

Project Status

completed
Fattah.dev

Data Scientist & AI Engineer passionate about turning complex data into actionable insights and building intelligent systems that solve real-world problems.

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