Deep Learning Method to Categorize Attack Patterns for DBI (Deep Brain Implants)

1V.Krishnaraj, K.Jaisharma, N.Deepa

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Abstract:

DBS stands for Deep Brain Stimulators are used to treat disorders related neurology in patients by using electrical stimulation. Parkinson disease is treated with such devices. The major issue to be focused is security as it deals straightly with the human body's emotion as well as physical state. If unattended this may even lead to death of a human. Fake stimulation can be used in human brain to act as an adversary by changing even the emotions of a person. The various attack stimulations can be predicted using a deep learning method in DBS. LSTM (Long Short Term Memory) is used in the proposed system to forecast tremor velocity. The proposed system also identifies stimulations that are genuine. Various attacks were emulated and the proposed system also notifies the patient about the attack.

Keywords:

Deep Brain Stimulators, Deep Learning, Implants, Neural Network.

Paper Details
Month3
Year2020
Volume24
IssueIssue 3
Pages4099-4102