Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout

Keyphrases

• Dropout 100%
• Open Set Recognition 100%
• Encrypted Traffic 100%
• Siamese Neural Network 100%
• Task-adaptive 100%
• Data Augmentation 33%
• Similarity Score 33%
• Computer Vision 16%
• High Performance 16%
• Deep Learning Methods 16%
• Model Distribution 16%
• Training Process 16%
• Recognition Method 16%
• Neural Network Training 16%
• Omniglot 16%
• Practical Requirements 16%
• Few-shot 16%
• Support Set 16%
• Granular Level 16%
• Query Task 16%
• Cross-entropy Loss 16%
• Encrypted Network Traffic Analysis 16%
• Dirichlet Process Gaussian Mixture Model (DPGMM) 16%
• Network Traffic Dataset 16%
• Few-shot Learning 16%

Computer Science

• Network Traffic 100%
• Open Set Recognition 100%
• Siamese Neural Network 100%
• Data Augmentation 33%
• Similarity Score 33%
• Deep Learning Method 16%
• Gaussian Mixture Model 16%
• Computer Vision 16%
• Extracted Feature 16%
• Learning Approach 16%
• Training Process 16%
• Generalizability 16%
• Dirichlet Process 16%
• Neural Network Training 16%
• Few-Shot Learning 16%
• Network Traffic Analysis 16%
• Granular Level 16%