OSF-EIMTC: An open-source framework for standardized encrypted internet traffic classification

Keyphrases

• Machine Learning 100%
• Deep Learning 100%
• Encrypted Traffic 100%
• Open Framework 100%
• Network Traffic Classification 100%
• Learning Process 50%
• Quality of Service 50%
• Trend Analysis 50%
• Confidentiality 50%
• Experimental Testbed 50%
• Traffic Classification 50%
• Framework Evaluation 50%
• Intrusion Detection 50%
• Detection Quality 50%
• Multi-feature 50%
• Quality of Experience 50%
• Multiple Models 50%
• Multiple Datasets 50%
• Encrypted Traffic Classification 50%
• Traffic Trends 50%
• Full pipeline 50%
• Learning Simulation 50%
• Network Visibility 50%
• Protocol Obfuscation 50%
• Standardized Framework 50%
• Dataset Features 50%
• Publicly Available Datasets 50%
• Encryption Protocols 50%
• Dataset Modeling 50%

Computer Science

• Open Source 100%
• Traffic Classification 100%
• Internet Traffic 100%
• Reproducibility 50%
• Deep Learning Model 50%
• Machine Learning 50%
• Learning System 50%
• Learning Process 25%
• Quality of Service 25%
• Intrusion Detection 25%
• Quality-of-Experience 25%
• Trend Analysis 25%
• Protocol Obfuscation 25%
• Cryptography 25%
• Collaboration 25%