DDoS Attacks and Mitigation

  1. DDoS Detection Techniques
    1. Baseline Traffic Analysis
      1. Normal Traffic Pattern Establishment
        1. Historical Data Collection Methods
          1. Seasonal and Diurnal Variation Analysis
          2. Traffic Characteristic Monitoring
            1. Volume Threshold Management
              1. Protocol Mix Analysis
                1. Packet Size Distribution
              2. Anomaly-Based Detection Methods
                1. Statistical Analysis Techniques
                  1. Standard Deviation Calculations
                    1. Outlier Detection Algorithms
                    2. Machine Learning Applications
                      1. Supervised Learning Models
                        1. Unsupervised Learning Approaches
                        2. Behavioral Analysis Systems
                          1. User and Entity Behavior Analytics (UEBA)
                            1. Pattern Recognition Algorithms
                          2. Signature-Based Detection Systems
                            1. Known Attack Pattern Identification
                              1. Rule-Based Matching Systems
                                1. Attack Fingerprint Databases
                                2. Packet Inspection Techniques
                                  1. Deep Packet Inspection (DPI)
                                    1. Protocol Anomaly Detection
                                  2. Monitoring and Alerting Systems
                                    1. Flow-Based Monitoring
                                      1. NetFlow Analysis
                                        1. sFlow Implementation
                                          1. IPFIX Protocol Usage
                                          2. Packet Capture and Analysis
                                            1. Full Packet Capture Systems
                                              1. Real-Time Analysis Capabilities
                                              2. Log Analysis Integration
                                                1. Firewall Log Correlation
                                                  1. IDS/IPS Event Analysis
                                                    1. Server Log Monitoring
                                                    2. Threshold and Alert Management
                                                      1. Automated Response Triggers
                                                        1. Escalation Procedure Implementation

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                                                    5. DDoS Attack Infrastructure

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                                                    7. DDoS Mitigation Strategies