Binary- and Multi-class Network Intrusion Detection with Adaptive Synthetic Sampling and Deep Learning

Mathematics

• Network Intrusion Detection 100%
• Multi-class 63%
• Intrusion Detection System 50%
• Learning 44%
• Binary 37%
• Memory Term 32%
• Anomaly 28%
• Attack 25%
• Neural Networks 23%
• Evaluate 19%
• Model 8%
• Class 7%

Engineering & Materials Science

• Intrusion detection 50%
• Deep learning 43%
• Sampling 34%
• Long short-term memory 28%
• Deep neural networks 23%

Physics & Astronomy

• learning 53%
• sampling 41%
• intrusion 16%
• attack 13%
• anomalies 9%