A Nested-Cascade Machine Learning Based Model for Intrusion Detection Systems

Keyphrases

• Cyber-attacks 100%
• Machine Learning Models 100%
• Synthetic Minority Oversampling Technique (SMOTE) 100%
• Intrusion Detection System 100%
• Binary Classification 66%
• Attack Strategy 66%
• Ensemble Methods 33%
• Dynamic Nature 33%
• Cybersecurity 33%
• Class Imbalance 33%
• Cascade Model 33%
• Initialize 33%
• Imbalanced Data 33%
• Model Performance 33%
• Dual Strategy 33%
• One-vs-One 33%
• Cascade Classification 33%
• UNSW-NB15 Dataset 33%
• Specific Attack 33%

Computer Science

• Machine Learning 100%
• Cyberattack 100%
• Intrusion Detection System 100%
• binary classifier 66%
• Ensemble Technique 33%
• Cybersecurity 33%
• Dynamic Nature 33%
• Performance Model 33%
• Sequence Classification 33%