Author:Machaka, P; Bagula, A; Nelwamondo, Fulufhelo VDate:Nov 2016This paper seeks to investigate the performance of the Exponentially Weighted Moving Average (EWMA) for mining big data and detection of DDoS attacks in Internet of Things (IoT) infrastructure. The paper will investigate the tradeoff between ...Read more
Author:Machaka, Pheeha; McDonald, Andre M; Nelwamondo, Fulufhelo V; Bagula, ADate:Nov 2015The paper presents the threats that are present in Internet of Things (IoT) systems and how they can be used to perpetuate a large scale DDoS attack. The paper investigates how the Cumulative Sum (CUSUM) algorithm can be used to detect a DDoS ...Read more