Machine-learning-based online distributed denial-of-service attack detection using spark streaming

Keyphrases

• Distributed Denial of Service (DDoS) 100%
• Machine Learning Based 100%
• Attack Detection 100%
• Spark Streaming 100%
• Feature Selection Methods 66%
• DDoS Attack 66%
• Single Machine 33%
• Traffic Data 33%
• Decision Tree 33%
• Monitoring Method 33%
• Detection Accuracy 33%
• Machine Learning Techniques 33%
• Detection Algorithm 33%
• Whole Network 33%
• Network Monitoring 33%
• Stand-alone Mode 33%
• Naïve Bayes 33%
• Traffic Monitoring System 33%
• Logistics Decisions 33%
• Processing Ability 33%
• Traditional Network 33%
• Internet Traffic 33%
• Network Situation 33%
• Network Features 33%
• Network Operator 33%
• Cyber-attacks 33%
• Stream Processing 33%
• Messaging System 33%
• DDoS Detection 33%
• Stream Processor 33%
• Correlation-based Feature Selection 33%
• Internet Traffic Monitoring 33%
• Logistic Model Tree 33%
• Big Data Framework 33%
• UDP Flooding 33%
• ICMP Flood 33%

Computer Science

• Distributed Denial of Service Attack 100%
• Denial-of-Service 100%
• Machine Learning 100%
• Learning System 100%
• Feature Selection 50%
• Internet Traffic 50%
• Cyber Attack 25%
• Detection Accuracy 25%
• Network Monitoring 25%
• Decision Tree 25%
• Regression Tree 25%
• Stream Processing 25%
• Messaging System 25%
• Big Data 25%
• Naive Bayes Method 25%
• Monitoring System 25%
• Detection Algorithm 25%
• Traffic Monitoring 25%
• Logistic Regression 25%
• Single Machine 25%
• Network Operator 25%