Comparative Analysis of AES and Traditional Key Encryption Techniques

Overview

This project presents a comparative analysis of Advanced Encryption Standard (AES) and traditional key encryption techniques using a cryptography dataset. The study focuses on evaluating encryption performance, efficiency, and security characteristics through data analysis and visualization.

Features

• Data Cleaning and Preprocessing
• Exploratory Data Analysis (EDA)
• Encryption Algorithm Comparison
• Performance Visualization
• Interactive Streamlit Dashboard
• Security Metrics Analysis

Technology Stack

• Python
• Pandas
• NumPy
• Matplotlib
• Seaborn
• Streamlit

Files

• app.py - Streamlit Dashboard
• cryptography_dataset_enhanced.csv - Dataset
• AES_vs_Traditional_Encryption_Analysis.ipynb - Analysis Notebook
• screenshots/ - Dashboard Screenshots

Run the Dashboard

streamlit run app.py

Author

Sanika Rai