Using Machine Learning for Dynamic Authentication in Telehealth: A Tutorial
21 April
Good Afternoon,
but I have a question that made me little confused or maybe I do not imagine how it works
I do not understand
Is it ECG that authenticates IoT ?
or
Is it IoT ECG based Device that authenticates telehealth services
I mean ,, Can ECG authenticate IoT or Iot is just used to collect ECG signal then we use it in another step for authentication ?
or we can do both ?
thank you very much for time and considerations
2 January
Hello,
At first you may narrow dawn the authentication method to the area you are interested in. For example, if you want to use ECG signals for authentication, we introduced the source of used dataset in this paper: https://www.mdpi.com/2075-4418/13/3/439#:~:text=This%20technique%20can%20provide%20a,of%20precision%20in%20identifying%20individuals.
In other cases you may use available datasets or adapt a dataset to your situation. For example, HAR is a dataset according to Human Activity Recognition using mobile sensors, but you can extend its application to human authentication.
Regards,
Mehdi.