Abstract:
This paper proposes a two-factor authentication system that utilizes the knowledge factor: the knowledge of client's acquaintances as the key and inherence factor: P300 E...Show MoreMetadata
Abstract:
This paper proposes a two-factor authentication system that utilizes the knowledge factor: the knowledge of client's acquaintances as the key and inherence factor: P300 ERP responses to the visual stimuli as the medium. The system works by presenting a sequence of human photographs consisting of random people photographs mixed with a few of client's acquaintances photographs that trigger P300 responses. The system then verifies the client by considering the correctness of P300 responses to the client's acquaintances photographs. The proposed system achieves an error rate of nearly zero outperforming other brainsignal-based systems and has advantages over other conventional systems in the situations where the key is exposed to the imposer.
Published in: IEEE Transactions on Systems, Man, and Cybernetics: Systems ( Volume: 50, Issue: 3, March 2020)
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- IEEE Keywords
- Index Terms
- Authentication System ,
- P300 Response ,
- Sequence Of Photographs ,
- Error Rate ,
- Visual Stimuli ,
- Acquaintances ,
- P300 Event-related Potential ,
- Linear Discriminant Analysis ,
- Experimental Task ,
- EEG Data ,
- EEG Signals ,
- Target Stimuli ,
- Brain Signals ,
- Mental Activity ,
- Types Of Attacks ,
- Visual Evoked Potentials ,
- System Instability ,
- Stimulus Sequence ,
- Oddball Paradigm ,
- Event-related Potentials Amplitudes ,
- EEG Epochs ,
- Dry Electrodes ,
- Power Increment ,
- Brute-force Attacks ,
- Personal Photos ,
- Stimulus Block ,
- Attack Methods ,
- Test Subjects ,
- Epoched Data ,
- Inter-stimulus Interval
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Authentication System ,
- P300 Response ,
- Sequence Of Photographs ,
- Error Rate ,
- Visual Stimuli ,
- Acquaintances ,
- P300 Event-related Potential ,
- Linear Discriminant Analysis ,
- Experimental Task ,
- EEG Data ,
- EEG Signals ,
- Target Stimuli ,
- Brain Signals ,
- Mental Activity ,
- Types Of Attacks ,
- Visual Evoked Potentials ,
- System Instability ,
- Stimulus Sequence ,
- Oddball Paradigm ,
- Event-related Potentials Amplitudes ,
- EEG Epochs ,
- Dry Electrodes ,
- Power Increment ,
- Brute-force Attacks ,
- Personal Photos ,
- Stimulus Block ,
- Attack Methods ,
- Test Subjects ,
- Epoched Data ,
- Inter-stimulus Interval
- Author Keywords