Explainable Data Poison Attacks on Human Emotion Evaluation Systems Based on EEG Signals
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3245813
Abstract: The major aim of this paper is to explain the data poisoning attacks using label-flipping during the training stage of the electroencephalogram (EEG) signal-based human emotion evaluation systems deploying Machine Learning models from the attackers’… read more here.
Keywords: human emotion; data poison; evaluation systems; emotion evaluation ... See more keywords
Deploying Machine Learning Techniques for Human Emotion Detection
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8032673
Abstract: Emotion recognition is one of the trending research fields. It is involved in several applications. Its most interesting applications include robotic vision and interactive robotic communication. Human emotions can be detected using both speech and… read more here.
Keywords: machine learning; human emotion; emotion; emotion detection ... See more keywords