Attention-based deep learning modelling for intrusion detection

Computer Science

• Intrusion Detection 100%
• Deep Learning 100%
• Network Traffic 75%
• Data Confidentiality 50%
• Long Short-Term Memory Network 50%
• Data Availability 50%
• Bidirectional Long Short-Term Memory Network 50%
• Attention (Machine Learning) 50%
• Performance Evaluation 25%
• Intrusion Detection System 25%
• Evaluation Result 25%
• Normal Network 25%
• Performance Model 25%
• Detection Method 25%
• Detection Rate 25%
• Attack Traffic 25%
• Normal Traffic 25%
• Research Problem 25%
• Artificial Intelligence 25%
• Cyber Attack 25%
• Sampling Technique 25%
• Security Service 25%
• Term Dependency 25%
• Deep Learning Model 25%
• Class Imbalance 25%
• Majority Class 25%
• Long Short-Term Memory Networks 25%
• Detecting Intrusion 25%

Keyphrases

• Attention-based Deep Learning 100%
• UNSW-NB15 33%
• Synthetic Minority 33%