Denial of Service attacks are a type of attack that can cripple a network system by flooding the target with a large number of request packets, such as ICMPv6 Flood "Echo Request". This attack is highly effective on IPv6-based networks that use smarthome devices due to the high dependence on the ICMPv6 protocol. The COMNETS Smarthome IPv6 dataset is used in this study, which is the result of si…