Avichaurasia/NeuroIDBench
NeuroIDBench: An Open-Source Benchmark Framework for the Standardization of Methodology in Brainwave-based Authentication Research
This project helps researchers standardize how they test and compare different brainwave-based authentication methods. It takes raw EEG data from open datasets, processes it, extracts features, and then runs various authentication strategies. The output helps neurotechnology researchers evaluate the effectiveness and reliability of their biometric authentication systems across different conditions and attack scenarios.
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Use this if you are a neurotechnology researcher or biometric security scientist developing or comparing brainwave-based authentication systems and need a standardized way to benchmark their performance.
Not ideal if you are looking for a pre-built, ready-to-deploy brainwave authentication product for end-users, or if you do not work with EEG data and biometric security research.
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Jupyter Notebook
License
MIT
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Last pushed
May 23, 2024
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