Project 'NeuroGuard' Image

NeuroGuard

The flagship project of the Scientific Club, NeuroGuard, aims to create an innovative user authorization and authentication system using EEG waves. Secondary project goals include analyzing how neural similarity and synchronization affect the authorization process, and testing the impact of brain activity variability – such as changes over time or due to emotional state – on the system's effectiveness.

Duration

12.2024now

Topic range

Cybersecurity

Technologies

Python

NeuroGuard is the flagship and most advanced project carried out by the Student Research Circle, involving a significant portion of its members. Its execution requires close collaboration between teams and effective organization of activities. The research utilizes the BrainAccess Extended+ Kit.

The project is based on the premise that each person's brain activity—even during simple tasks like reading sentences silently—has a unique character. The artificial intelligence model, developed by members of the KN Neuron scientific circle, analyzes these signals to create a distinct "brain fingerprint." These obtained patterns can then be compared against previously recorded data from authorized users to grant access to sensitive data in a secure and precise manner, for instance, in corporate environments or institutions requiring the highest level of protection.

Project members

Member 'Filip Puszko' Image

Filip Puszko

Lider

Member 'Grzegorz Szczepanek' Image

Grzegorz Szczepanek

Zarządzanie

Member 'Adam Broszkiewicz' Image

Adam Broszkiewicz

Zarządzanie

Member 'Alicja Huk' Image

Alicja Huk

Zarządzanie

Member 'Iuliia Kapustinskaia' Image

Iuliia Kapustinskaia

Acquisition

Member 'Adam Basiewicz' Image

Adam Basiewicz

Acquisition

Member 'Julia Szymańska' Image

Julia Szymańska

Acquisition

Member 'Igor Kowalczyk' Image

Igor Kowalczyk

AI, Acquisition

Member 'Kacper Daniel' Image

Kacper Daniel

Experiment

Member 'inż. Maria Fabijan' Image

inż. Maria Fabijan

Experiment

Member 'Tomasz Koralewski' Image

Tomasz Koralewski

Experiment

Member 'Marcel Sobecki' Image

Marcel Sobecki

Experiment

Member 'Barbara Dereń' Image

Barbara Dereń

AI, Experiment

Member 'Jędrzej Sajnóg' Image

Jędrzej Sajnóg

AI, Experiment

Member 'Adam Łaput' Image

Adam Łaput

AI

Member 'Aleksandra Walczybok' Image

Aleksandra Walczybok

AI

Member 'Kamil Wróbel' Image

Kamil Wróbel

AI

Member 'Tymon Drop' Image

Tymon Drop

AI

Member 'Wiktor Golimowski' Image

Wiktor Golimowski

Fullstack

Member 'Kamil Kula' Image

Kamil Kula

Fullstack

Member 'Maksymilian Awdziejczyk' Image

Maksymilian Awdziejczyk

Fullstack

Member 'Mateusz Kowalski' Image

Mateusz Kowalski

Fullstack

Member 'Michał Mendzelewski' Image

Michał Mendzelewski

Fullstack

Member 'Paweł Szuber' Image

Paweł Szuber

Fullstack