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Experimental analysis of MAC address randomization in Wi-Fi probe requests using real-world traces from iPhone 14 Pro Max and Samsung Galaxy A36. Captures and insights were obtained using Wireshark in monitor mode under varied device states.

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mrzamaniiii/Wifi-Mac-Randomization-Analysis

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Wi-Fi MAC Randomization Analysis

This repository contains a study on MAC address randomization behavior in Wi-Fi probe requests, using empirical data from two smartphones: an iPhone 14 Pro Max and a Samsung Galaxy A36.

Overview

Modern smartphones increasingly use randomized MAC addresses to enhance user privacy during Wi-Fi network discovery. This project investigates how randomization varies across:

  • Device manufacturers
  • OS and hardware versions
  • Operational conditions (Wi-Fi status, screen state, power-saving mode)

Experiment Setup

  • Devices Tested:

    • iPhone 14 Pro Max
    • Samsung Galaxy A36
  • Tooling:

    • Wireshark (monitor mode)
    • ASUS laptop with Wi-Fi adapter supporting 802.11 capture
  • Conditions:

    • 6 different combinations of Wi-Fi ON/OFF, screen ON/OFF, and power-saving ON/OFF
    • Each test lasted ~20 minutes, under controlled indoor conditions on Wi-Fi channel 2

Files

  • *.pcap: Raw Wi-Fi packet captures from various scenarios
  • WI_Report.Asal_Abbasnejad.Mohmmadreza_Zamani.pdf: Full report describing methodology, results, and conclusions

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Experimental analysis of MAC address randomization in Wi-Fi probe requests using real-world traces from iPhone 14 Pro Max and Samsung Galaxy A36. Captures and insights were obtained using Wireshark in monitor mode under varied device states.

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