federated learning anomaly detection

[ParyaHM]

Hi guys, I want to use federated learning for anomaly detection and attack classification. Which model do you think best matches this problem? and how can I use my own data set on this models? Also my data set does not contain client IDs originally may I just use their number as ID?

[tdye24]

Hi guys, I want to use federated learning for anomaly detection and attack classification. Which model do you think best matches this problem? and how can I use my own data set on this models? Also my data set does not contain client IDs originally may I just use their number as ID?

Yeah, just assign an unique ID for each client.

[tdye24]

Hi guys, I want to use federated learning for anomaly detection and attack classification. Which model do you think best matches this problem? and how can I use my own data set on this models? Also my data set does not contain client IDs originally may I just use their number as ID?

Convert your own dataset to the proper format, {'client id': {'x': [], 'y': []}}, as can be checked in the data dir.