Predictive machine learning-based integrated approach for DDoS detection and prevention

Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization

Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani · 2018 · 4.3K citations · Full text

Computing, Computer Engineering, Computer Science +14

Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection

Razan Abdulhammed, Hassan Musafer, Ali Alessa et al. · Electronics · 2019 · 322 citations · Full text

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Clustering based semi-supervised machine learning for DDoS attack classification

Muhammad Aamir, Syed Mustafa Ali Zaidi · Journal of King Saud University - Computer and Information Sciences · 2019 · 158 citations · Full text

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Artificial Intelligence based Network Intrusion Detection with Hyper-Parameter Optimization Tuning on the Realistic Cyber Dataset CSE-CIC-IDS2018 using Cloud Computing

V. Kanimozhi, T. Prem Jacob · 2019 · 147 citations

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A network intrusion detection system based on convolutional neural network

Hui Wang, Zijian Cao, Bo Hong · Journal of Intelligent & Fuzzy Systems · 2020 · 93 citations

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