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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