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Erol Gelenbe and Mert Nakip, IITIS-PAN

Publications

Nakip M, Gelenbe E. 2021. MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network. 2021 IEEE Global Communications Conference 2021.

Conference: 2021 IEEE Global Communications Conference Authors: Nakip M, Gelenbe E. Abstract: Internet connected IoT devices have often been particularly vulnerable to Botnet attacks of the Mirai family in recent years. Thus we develop an attack detection scheme for Mirai Botnets, using the Auto-Associative Dense Random Neural Network that has…
Publications

Nakıip M, Gelenbe E. 2021. Randomization of Data Generation Times Improves Performance of Predictive IoT Networks. 2021 IEEE World Forum on Internet of Things (WF-IoT).

Conference: 2021 IEEE World Forum on Internet of Things (WF-IoT) Authors: Nakıip M, Gelenbe E. Abstract: Input traffic from Internet of Things (IoT) devices is often both periodic and requires to be received by a given deadline. This can create congestion at instants of time when traffic flowing from multiple…