Federated Learning

SDN-FL for satellite-IoT framework

SDN-based federated learning framework for IoT-satellite networks, combining traffic regulation and privacy-aware classification.

GitHub

DTN Security

DTN Blackhole Detection Framework

DTN-aware blackhole detection using delivery ratio, hop anomaly, delay variance, and pre-emptive canary-style verification.

GitHub

SDN Defense

Controller Anomaly Detection (CAD)

Detection of abnormal SDN controller behavior using OpenFlow message semantics and controller-switch interaction features.

GitHub

ROS Security

Protocol-Aware IDS for ROS

Security analytics for robotic systems using SDN-assisted observability and protocol-specific intrusion indicators.

GitHub

Linux Administration

Linux Server Provisioning

Ubuntu/Debian server provisioning script for basic system setup, SSH hardening, user creation, firewall configuration, and setup reporting.

GitHub

Azure Automation

Azure VM Deployment Lab

Azure CLI-based lab for deploying Ubuntu virtual machines with virtual networking, SSH access, NSG rules, and basic VM setup automation.

GitHub