ABCNN-IDS: attention-based convolutional neural network for intrusion detection in IoT networks

Keyphrases

• Attention Mechanism 20%
• Attention-based Convolutional Neural Network 100%
• CICIDS2017 20%
• Convolutional Neural Network 20%
• DL Model 20%
• Evaluation Metrics 40%
• F1 Score 40%
• Information Techniques 20%
• Internet of Things 40%
• Internet of Things Networks 100%
• Intrusion Detection 100%
• IoTID20 20%
• Learning Process 20%
• Machine Learning Models 20%
• Malicious Behavior 20%
• Mutual Information 20%
• Network IDS 100%
• Neural Network Framework 20%
• Other-evaluation 20%
• Precision-recall 20%
• Preprocessing Techniques 20%
• Proposed Architecture 20%

Computer Science

• Attention (Machine Learning) 20%
• Attention-Based Convolutional Neural Network 100%
• Average Accuracy 20%
• Class Instance 20%
• Convolutional Neural Network 20%
• Deep Learning Method 40%
• Evaluation Metric 40%
• Internet-Of-Things 100%
• Intrusion Detection 100%
• Learning Process 20%
• Machine Learning 40%
• Malicious Activity 20%
• Mutual Information 20%
• Preprocessing Stage 20%