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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Ryhan Uddin | Projects</title>
<link rel="stylesheet" href="styles.css" />
</head>
<body>
<header class="topbar">
<div class="container nav">
<a href="index.html" class="brand">Ryhan Uddin</a>
<button class="menu-btn" id="menuBtn">Menu</button>
<nav>
<ul class="nav-links" id="navLinks">
<li><a href="index.html">Home</a></li>
<li><a href="about.html">About</a></li>
<li><a href="research.html">Research</a></li>
<li><a href="publications.html">Publications</a></li>
<li><a href="projects.html" class="active">Projects</a></li>
<li><a href="experience.html">Experience</a></li>
<li><a href="skills.html">Skills</a></li>
<li><a href="contact.html">Contact</a></li>
<li><a class="nav-cta" href="cv.pdf" target="_blank" rel="noopener noreferrer">CV</a></li>
</ul>
</nav>
</div>
</header>
<main>
<section class="page-hero">
<div class="container">
<div class="eyebrow">Projects</div>
<h1 class="page-title">Research projects</h1>
</div>
</section>
<section class="section projects-section">
<div class="container">
<div class="project-grid">
<article class="project-card">
<div class="project-tag">Federated Learning</div>
<h3>SDN-FL for satellite-IoT framework</h3>
<p>SDN-based federated learning framework for IoT-satellite networks, combining traffic regulation and privacy-aware classification.</p>
<div class="project-actions">
<a href="https://github.com/ryhanuddin/FL-for-space" target="_blank" rel="noopener noreferrer">GitHub</a>
</div>
</article>
<article class="project-card">
<div class="project-tag">DTN Security | Federated Learning</div>
<h3>DTN Blackhole Detection Framework</h3>
<p>Federated learning-based DTN blackhole detection framework using delivery ratio, hop anomaly, delay variance, and pre-emptive canary-style verification for resilient disruption-tolerant networking.</p>
<div class="project-actions">
<a href="https://github.com/ryhanuddin/DTN-FL" target="_blank" rel="noopener noreferrer">GitHub</a>
</div>
</article>
<article class="project-card">
<div class="project-tag">SDN Defense</div>
<h3>Controller Anomaly Detection (CAD)</h3>
<p>Detection of abnormal SDN controller behavior using OpenFlow message semantics and controller-switch interaction features.</p>
<div class="project-actions">
<a href="https://github.com/ryhanuddin/CAD-Controller-Anomaly-Detection" target="_blank" rel="noopener noreferrer">GitHub</a>
</div>
</article>
<article class="project-card">
<div class="project-tag">ROS Security</div>
<h3>Protocol-Aware IDS for ROS</h3>
<p>Security analytics for robotic systems using SDN-assisted observability and protocol-specific intrusion indicators.</p>
<div class="project-actions">
<a href="#">GitHub</a>
</div>
</article>
</div>
<h1 class="page-title technical-title">Technical projects</h1>
<div class="project-grid">
<article class="project-card">
<div class="project-tag">Linux Administration</div>
<h3>Linux Server Provisioning</h3>
<p>Ubuntu/Debian server provisioning script for basic system setup, SSH hardening, user creation, firewall configuration, and setup reporting.</p>
<div class="project-actions">
<a href="https://github.com/ryhanuddin/Linux-Server-Provisioning" target="_blank" rel="noopener noreferrer">GitHub</a>
</div>
</article>
<article class="project-card">
<div class="project-tag">Terraform | Azure Security</div>
<h3>Terraform Azure Secure Bastion Project</h3>
<p>Deployed a secure Azure infrastructure using Terraform with Bastion-based private VM access, virtual networking, subnet isolation, NSG rules, and reusable IaC configuration.</p>
<div class="project-actions">
<a href="https://github.com/ryhanuddin/Azure-secure-bastion-terraform" target="_blank" rel="noopener noreferrer">GitHub</a>
</div>
</article>
<article class="project-card">
<div class="project-tag">Azure DevOps | AKS | GitOps</div>
<h3>Azure DevOps CI/CD and GitOps Deployment on AKS</h3>
<p>Implemented an Azure DevOps CI/CD and GitOps workflow using Azure Container Registry, Azure Kubernetes Service, Kubernetes manifests, and Argo CD for automated containerized application deployment.</p>
<div class="project-actions">
<a href="https://github.com/ryhanuddin/azure-devops-aks-gitops-voting-app" target="_blank" rel="noopener noreferrer">GitHub</a>
</div>
</article>
<article class="project-card">
<div class="project-tag">Azure Automation</div>
<h3>Azure VM Deployment Lab</h3>
<p>Azure CLI-based lab for deploying Ubuntu virtual machines with virtual networking, SSH access, NSG rules, and basic VM setup automation.</p>
<div class="project-actions">
<a href="https://github.com/ryhanuddin/Azure-VM-Deployment-Lab" target="_blank" rel="noopener noreferrer">GitHub</a>
</div>
</article>
</div>
</div>
</section>
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