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Like any other emerging domain in computer science field, Internet of Things (IoT) is facing a variety of security challenges that needs to be addressed. Denial of service (DoS) and Distributed Denial of Service (DDOS) attacks are two of the most threatening attacks in the IoT domain, mainly because they affect the service availability of the connected objects, like their ability to collect, process, and transfer data. While there are many surveys in the literature that proposed classifications of these attacks, none of them has reviewed the used metrics and evaluation methods in the context of DoS/DDoS attacks detection within IoT environments. In this paper, we aim to investigate the relationship between DoS/DDoS attack types and both the evaluation metrics, and the validation methods used in the surveyed detection approaches. For this effect, metrics used in the evaluation part of most recent DoS/DDoS detection …