The emerging usage of Internet of Things (IoT) paradigm brings,
together with new services, new threats to Information Security.
Among these threats, we have the Mirai Botnet that performed several
Distributed Denial of Service (DDoS) cyberattacks, exploring
the vulnerabilites of IoT devices. Within this context, this paper
presents a mechanism for detecting Mirai botnet attacks on IoT
networks using ML techniques and comparing different approaches.
The mechanism was evaluated using a set of traffic data from real
IoT devices, achieving results with 99 % precision in detecting Mirai
Botnet attacks.
O Computer on the Beach é um evento técnico-científico que visa reunir profissionais, pesquisadores e acadêmicos da área de Computação, a fim de discutir as tendências de pesquisa e mercado da computação em suas mais diversas áreas.
