Anomaly detection in network traffic based on statistical inference and alpha-stable modeling

Keyphrases

• α-stable Process 100%
• Network Traffic 100%
• Anomaly Detection 100%
• Statistical Inference 100%
• Detection Method 33%
• Traffic Data 33%
• Stable Functions 33%
• Publicly Available 33%
• Expert Intervention 33%
• First-order Model 33%
• Statistical Hypothesis Testing 33%
• Traffic Traces 33%
• Receiver Operating Characteristic Curve 33%
• Marginal Distribution 33%
• Detecting Anomalies 33%
• Anomaly Patterns 33%
• Traffic Aggregation 33%
• Traffic Pattern 33%
• Router 33%
• Model Hypothesis 33%
• Generalized Likelihood Ratio Test 33%
• Numerical Algorithms 33%
• Traffic Model 33%
• Flash Crowd 33%
• Real-time Traffic 33%
• α-stable Distribution 33%

Computer Science

• Network Traffic 100%
• Anomaly Detection 100%
• Classify Traffic 50%
• Collected Data 50%
• Stable Distribution 50%
• Traffic Aggregation 50%
• Marginal Distribution 50%
• Characteristic Curve 50%
• generalized likelihood-ratio test 50%
• Detect Anomaly 50%
• Detection Method 50%
• Traffic Pattern 50%