Countering Machine-Learning Classification of Applications by Equalizing Network Traffic Statistics

Keyphrases

• Machine Learning Algorithms 100%
• Classification Accuracy 100%
• User Application 100%
• Machine Learning Classification 100%
• Network Traffic Statistics 100%
• Supervised Machine Learning 50%
• Popular 50%
• Network Traffic 50%
• Statistical Measures 50%
• Website Application 50%
• Skype 50%
• Packet Size 50%
• Application Layer Protocols 50%
• Inter-arrival Time 50%
• Real Production 50%
• Campus Network 50%
• Website Fingerprinting 50%
• Traffic Classifier 50%
• Adversarial Classification 50%
• Application Identification 50%
• Network Traffic Classifier 50%
• Packet Count 50%
• Network Traffic Classification 50%
• Traffic Metric 50%

Computer Science

• Network Traffic 100%
• Machine Learning Algorithm 100%
• Classification (Machine Learning) 100%
• User Application 66%
• Classification Accuracy 66%
• Internet Traffic 33%
• Interarrival Time 33%
• Application Layer Protocol 33%
• Campus Network 33%
• Considered Application 33%
• Traffic Classification 33%