A Novel Self-Attention-Enabled Weighted Ensemble-Based Convolutional Neural Network Framework for Distributed Denial of Service Attack Classification

Distributed Denial of Service (DDoS) attacks are a major concern in network security, as they overwhelm systems with excessive traffic, compromise sensitive data, and disrupt network services. Accurately detecting these attacks is crucial to protecting network infrastructure. Traditional approaches,...

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Veröffentlicht in:	arXiv.org 2024-10
Hauptverfasser:	Kanthimathi, S, Venkatraman, Shravan, Jayasankar, K S, Pranay, Jiljith T, Jashwanth, R
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Balances (scales) Classification Computer Science - Artificial Intelligence Computer Science - Cryptography and Security Computer Science - Learning Decision trees Denial of service attacks Machine learning Neural networks Security Support vector machines
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