Perturbing BEAMs: EEG adversarial attack to deep learning models for epilepsy diagnosing.
Jianfeng YuKai QiuPengju WangCaixia SuYufeng FanYongfeng CaoPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- learning models
- eeg signals
- eeg data
- healthy subjects
- temporal lobe epilepsy
- machine learning
- learning algorithm
- loss function
- learning tasks
- brain computer interface
- machine learning algorithms
- learning problems
- semi supervised learning
- signal processing
- epileptic seizures
- brain activity
- conditional random fields
- machine learning models
- classification models
- independent component analysis
- data mining
- pairwise
- feature selection
- decision trees
- support vector
- graphical models