A review of EEG-based user authentication: trends and future research directions
CA Fidas, D Lyras - IEEE Access, 2023 - ieeexplore.ieee.org
Recently, the use of Electroencephalography (EEG) in scientific research on User
Authentication (UA) has led to cutting-edge experiments that seek to identify and …
Authentication (UA) has led to cutting-edge experiments that seek to identify and …
Accelerating reinforcement learning using eeg-based implicit human feedback
Abstract Providing Reinforcement Learning (RL) agents with human feedback can
dramatically improve various aspects of learning. However, previous methods require …
dramatically improve various aspects of learning. However, previous methods require …
[HTML][HTML] NeuroIDBench: An open-source benchmark framework for the standardization of methodology in brainwave-based authentication research
Biometric systems based on brain activity have been proposed as an alternative to
passwords or to complement current authentication techniques. By leveraging the unique …
passwords or to complement current authentication techniques. By leveraging the unique …
EEG authentication system based on one-and multi-class machine learning classifiers
L Hernández-Álvarez, E Barbierato, S Caputo… - Sensors, 2022 - mdpi.com
In the current Information Age, it is usual to access our personal and professional
information, such as bank account data or private documents, in a telematic manner. To …
information, such as bank account data or private documents, in a telematic manner. To …
Identification With Your Mind: A Hybrid BCI-Based Authentication Approach for Anti-Shoulder-Surfing Attacks Using EEG and Eye Movement Data
S Cheng, J Wang, D Sheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Biometric authentication has been applied in many domains due to the promoting
awareness of privacy and security risks. Most of the previous work has shown the …
awareness of privacy and security risks. Most of the previous work has shown the …
The Catcher in the Eye: Recognizing Users by their Blinks
In this paper, we develop a novel behavioral biometric recognition framework, BlinkAuth,
that takes advantage of a user's blinking. BlinkAuth utilizes electrooculogram (EOG) data,(ie …
that takes advantage of a user's blinking. BlinkAuth utilizes electrooculogram (EOG) data,(ie …
Accelerating reinforcement learning agent with eeg-based implicit human feedback
Providing Reinforcement Learning (RL) agents with human feedback can dramatically
improve various aspects of learning. However, previous methods require human observer to …
improve various aspects of learning. However, previous methods require human observer to …
Wisdom of the crowd: Using multi-human few-shot learning to improve cross-user generalization for error potentials in bci systems
E Gupta, R Sivakumar - 2022 International Joint Conference on …, 2022 - ieeexplore.ieee.org
Brain-computer interfaces (BCI) have surfaced as a powerful and attractive modality in
human-machine interaction. BCIs establish a firsthand communication channel between a …
human-machine interaction. BCIs establish a firsthand communication channel between a …
Hyper-accelerated learning for brain-computer interfaces via partial target-aware optimal transport
Brain-computer interfaces (BCIs) have surfaced as a powerful modality in human-machine
interaction and wearable technology with powered futuristic applications like virtual reality …
interaction and wearable technology with powered futuristic applications like virtual reality …
NeuroBench: An Open-Source Benchmark Framework for the Standardization of Methodology in Brainwave-based Authentication Research
AK Chaurasia, M Fallahi, T Strufe, P Terhörst… - arXiv preprint arXiv …, 2024 - arxiv.org
Biometric systems based on brain activity have been proposed as an alternative to
passwords or to complement current authentication techniques. By leveraging the unique …
passwords or to complement current authentication techniques. By leveraging the unique …