Multi-datasource machine learning in intrusion detection: Packet flows, system logs and host statistics

Keyphrases

• Machine Learning 100%
• Flow System 100%
• Intrusion Detection 100%
• Packet Flow 100%
• System Log 100%
• F1 Score 100%
• Machine Learning Algorithms 66%
• Data Combination 33%
• Evaluation Results 33%
• CPU Utilization 33%
• Malicious Behavior 33%
• Traffic Flow 33%
• APACHE 33%
• Security Attacks 33%
• Initial Access 33%
• DDoS Attack 33%
• Normal Behavior 33%
• Postfix 33%
• Multiple Data Sources 33%
• Typical Model 33%

Computer Science

• Intrusion Detection 100%
• Data Source 100%
• Machine Learning 100%
• Learning System 100%
• Machine Learning Algorithm 50%
• Evaluation Result 25%
• Malicious Behavior 25%
• Security Attack 25%
• Normal Behavior 25%
• Initial Access 25%
• Multiple Data Source 25%
• Denial-of-Service Attack 25%