
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
12.2024 – now
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

Filip Puszko
Lider

Grzegorz Szczepanek
Zarządzanie

Adam Broszkiewicz
Zarządzanie

Alicja Huk
Zarządzanie

Iuliia Kapustinskaia
Acquisition

Adam Basiewicz
Acquisition

Julia Szymańska
Acquisition

Igor Kowalczyk
AI, Acquisition

Kacper Daniel
Experiment

inż. Maria Fabijan
Experiment

Tomasz Koralewski
Experiment

Marcel Sobecki
Experiment

Barbara Dereń
AI, Experiment

Jędrzej Sajnóg
AI, Experiment

Adam Łaput
AI

Aleksandra Walczybok
AI

Kamil Wróbel
AI

Tymon Drop
AI

Wiktor Golimowski
Fullstack

Kamil Kula
Fullstack

Maksymilian Awdziejczyk
Fullstack

Mateusz Kowalski
Fullstack

Michał Mendzelewski
Fullstack

Paweł Szuber
Fullstack