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Muhammad-Nouman-s/README.md

Muhammad Nouman

PhD researcher in Autonomous Systems at the Telematics Lab (DEI), Politecnico di Bari, Italy, affiliated with CNIT.

I work on reliable sensing, localization and security for connected autonomous systems. My research combines Bluetooth 6.0/BLE localization with machine learning for anomaly and attack detection in IoT networks. More about my research, publications and CV is on my website.

Projects on GitHub

Tools: Python, PyTorch, scikit-learn, XGBoost, LightGBM, pandas, Jupyter, MQTT, BlueZ, Linux, LaTeX

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  1. Artificial-intelligence-and-Machine-Learning Artificial-intelligence-and-Machine-Learning Public

    KNN hyperparameter study for multi-class IoT intrusion detection on the TON_IoT network dataset (scikit-learn, ADASYN, PCA).

    Jupyter Notebook

  2. muhammad-nouman-s.github.io muhammad-nouman-s.github.io Public

    Personal academic website: research, publications and CV

    HTML

  3. Bluetoothctl-MQTT-Device-Analytics Bluetoothctl-MQTT-Device-Analytics Public

    Offline analysis of BLE bluetoothctl scan data collected via MQTT (Beeta topic), including device presence, event history, and iBeacon identifiers.

    Jupyter Notebook

  4. HGB-IoT-Attack-Detection HGB-IoT-Attack-Detection Public

    Code for "Machine Learning-Based Histogram Boosting Approach for Attack Detection in IoT Networks" (IFIP WMNC 2025), CICIoT2023 dataset

    Jupyter Notebook