no code implementations • 24 Dec 2019 • Mohamed Baza, Andrew Salazar, Mohamed Mahmoud, Mohamed Abdallah, Kemal Akkaya
In this paper, we tackle this problem by sharing the models instead of the original sensitive data by using the mimic learning approach.
no code implementations • 2 May 2019 • Ahmed Shafee, Mohamed Baza, Douglas A. Talbert, Mostafa M. Fouda, Mahmoud Nabil, Mohamed Mahmoud
In this paper, we propose the use of mimic learning to enable the transfer of intrusion detection knowledge through a teacher model trained on private data to a student model.