SC4015 Cyber Physical Security Project - Correlation Power Analysis

This repository is submitted as part of the NTU CCDS course, SC4015 CPS module. This was a group project done by Kopikia, @TheGreatReee, and WeiCocoGoat.

Project Description

Given a set of power traces (waveform.csv), implement Correlation Power Analysis (CPA) to extract the key.

Contents

• CPA_Project_First_byte_extraction.ipynb - Python Script for processing the power traces and running the Correlation Power Analysis attack. Extracts the first byte of the key
• CPA_Project_key_extraction.ipynb - Python Script for processing the power traces and running the Correlation Power Analysis attack. Extracts the full 16 byte key.
• waveform.csv - A set of 110 power traces
• SC4015 Group Project Report - Submission for the Project Report

Running the Notebook

• CPA_Project_key_extraction.ipynb: No special instructions are needed. Select Run all and wait for the program to finish running
• CPA_Project_First_byte_extraction.ipynb: This file works on a truncated version of waveform.csv (it uses the first 100 samples). Before running this, remove the bottom 10 rows of waveform.csv manually