A lightweight CNN classifies packet flows from CIC-DDoS2019 as benign or malicious with 0.9883 accuracy, 0.9824 F1, and 0.28-second test-set processing time.
Ddos 2019 dataset (2021)
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Lightweight CNN-Based DDoS Detection for Resource-Constrained Edge Networks
A lightweight CNN classifies packet flows from CIC-DDoS2019 as benign or malicious with 0.9883 accuracy, 0.9824 F1, and 0.28-second test-set processing time.