## 🔐 Deployment & Setup (AWS + Docker)

### 📌 GitHub Secrets Configuration
Set the following secrets in your GitHub repository:

AWS_ACCESS_KEY_ID=your_access_key AWS_SECRET_ACCESS_KEY=your_secret_key AWS_REGION=us-east-1 AWS_ECR_LOGIN_URI=788614365622.dkr.ecr.us-east-1.amazonaws.com/networkssecurity ECR_REPOSITORY_NAME=networkssecurity

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### 🐳 Docker Setup on AWS EC2

Run the following commands on your EC2 instance:

#### 🔄 Update System (Optional)
```bash
sudo apt-get update -y
sudo apt-get upgrade -y

⚙️ Install Docker (Required)

curl -fsSL https://get.docker.com -o get-docker.sh
sudo sh get-docker.sh

👤 Grant Docker Permissions

sudo usermod -aG docker ubuntu
newgrp docker

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🚀 Deployment Workflow

1. Build Docker image locally or via CI/CD
2. Push image to AWS ECR
3. Pull and run container on EC2
4. Serve model via API

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🔥 Key Notes

• Ensure AWS IAM user has proper permissions (ECR + EC2)
• Never expose your AWS credentials publicly
• Use GitHub Secrets for secure CI/CD pipelines