Banca de DEFESA: FREDERICO AUGUSTO FERNANDES SILVEIRA
Uma banca de DEFESA de MESTRADO foi cadastrada pelo programa.STUDENT : FREDERICO AUGUSTO FERNANDES SILVEIRA
DATE: 20/10/2020
TIME: 09:00
LOCAL: Google Meet
TITLE:
Smart-IoT: a DDoS protection system for the Internet of Things
KEY WORDS:
Network Security, IoT, DDoS, Machine Learning, SDN
PAGES: 90
BIG AREA: Engenharias
AREA: Engenharia Elétrica
SUBÁREA: Telecomunicações
SUMMARY:
The increase in the number of networked devices in the context of the Internet of Things (IoT) has driven the number of Distributed Denial of Service (DDoS) attacks in recent years. This threat takes advantage of the security limitations of these devices and their geographic locations to leverage the impact of the attacks. Developing mechanisms to detect and mitigate DDoS attacks in this new paradigm is a current challenge in network security. This work proposes a defense mechanism integrated into the IoT network controller that uses Machine Learning (AM) techniques to detect these attacks and the flexibility of Software-Defined Networks (SDN) for their mitigation. The proposed system uses random samples to perform network traffic classification and the OpenFlow (OF) protocol to apply real-time mitigation measures. The solution was tested with four recent datasets in a controlled laboratory environment, showing to detect and mitigate DDoS attacks, with a high hit rate and low false alarm rate.
BANKING MEMBERS:
Presidente - 1543191 - LUIZ FELIPE DE QUEIROZ SILVEIRA
Interno - 2885532 - IVANOVITCH MEDEIROS DANTAS DA SILVA
Externo ao Programa - 1279464 - AGOSTINHO DE MEDEIROS BRITO JUNIOR
Externo ao Programa - 1874895 - RAMON DOS REIS FONTES
Externo à Instituição - EDMAR CANDEIA GURJÃO - UFCG