A comparative analysis of semi-supervised learning in detecting burst header packet flooding attack in optical burst switching network

Keyphrases

• Comparative Analysis 100%
• Semi-supervised Learning 100%
• Semi-supervised Machine Learning 100%
• Optical Burst Switching Network 100%
• Packet Flooding 100%
• Burst Header Packet 100%
• Flooding Attack 100%
• Supervised Machine Learning 71%
• Self-training 71%
• Behaving 71%
• K-means 42%
• Labeled Data 42%
• Training Model 28%
• Gaussian Mixture Model 28%
• Classification Model 28%
• Class Classification 28%
• Learning-based 14%
• Ensemble Classifier 14%
• Unlabeled Data 14%
• F1 Score 14%
• Precision-recall 14%
• Malicious Node 14%
• Network Data 14%
• Manual Labeling 14%
• Two-class Classification 14%
• Model-based Approach 14%
• Machine Learning-based Approach 14%
• Precision Score 14%
• Training Approaches 14%
• Three-class Classification 14%
• Supervised Learning 14%
• Small-sized 14%
• Small Sets 14%
• Recall Score 14%

Computer Science

• Modified Version 100%
• Machine Learning Approach 100%
• Class Classification 100%
• Flooding Attack 100%
• Switching Network 100%
• Semisupervised Learning 100%
• Comparative Analysis 100%
• Classification Models 50%
• Training Model 50%
• Gaussian Mixture Model 50%
• Machine Learning Algorithm 25%
• Large Data Set 25%
• K-Means Clustering 25%
• Unlabeled Data 25%
• Comparison Result 25%
• Machine Learning-Based Approach 25%
• Final Decision 25%
• Supervised Learning 25%
• Decision-Making 25%
• Machine Learning 25%
• Learning System 25%

Chemical Engineering

• Supervised Learning 100%
• Learning System 100%