Botnets and Cybersecurity

  1. Detection and Analysis Methods
    1. Network-based Detection
      1. Traffic Analysis
        1. Flow Monitoring
          1. Protocol Analysis
            1. Behavioral Patterns
              1. Anomaly Detection
              2. Signature-based Systems
                1. Intrusion Detection Systems
                  1. Intrusion Prevention Systems
                    1. Network Security Monitoring
                      1. Threat Intelligence Integration
                      2. DNS Monitoring
                        1. Query Analysis
                          1. Domain Reputation
                            1. DGA Detection
                              1. Fast-flux Identification
                            2. Host-based Detection
                              1. Endpoint Protection
                                1. Antivirus Software
                                  1. Anti-malware Solutions
                                    1. Behavioral Analysis
                                      1. Machine Learning Detection
                                      2. System Monitoring
                                        1. Process Monitoring
                                          1. File System Monitoring
                                            1. Registry Monitoring
                                              1. Network Connection Tracking
                                              2. Memory Analysis
                                                1. Runtime Detection
                                                  1. Injection Detection
                                                    1. Rootkit Detection
                                                      1. Volatile Data Analysis
                                                    2. Proactive Detection Methods
                                                      1. Honeypot Systems
                                                        1. Low-interaction Honeypots
                                                          1. High-interaction Honeypots
                                                            1. Distributed Honeynets
                                                              1. Data Collection Analysis
                                                              2. Malware Sandboxing
                                                                1. Dynamic Analysis
                                                                  1. Behavioral Profiling
                                                                    1. Network Simulation
                                                                      1. Automated Reporting
                                                                      2. Threat Hunting
                                                                        1. Hypothesis-driven Investigation
                                                                          1. Indicator Development
                                                                            1. Pattern Recognition
                                                                              1. Proactive Searching
                                                                            2. Forensic Analysis Techniques
                                                                              1. Static Analysis
                                                                                1. Code Disassembly
                                                                                  1. String Analysis
                                                                                    1. Cryptographic Analysis
                                                                                      1. Metadata Extraction
                                                                                      2. Dynamic Analysis
                                                                                        1. Runtime Behavior
                                                                                          1. API Monitoring
                                                                                            1. Network Communication
                                                                                              1. System Interaction
                                                                                              2. Memory Forensics
                                                                                                1. Process Analysis
                                                                                                  1. Network Connection Extraction
                                                                                                    1. Malware Identification
                                                                                                      1. Artifact Recovery

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                                                                                                  6. Technical Analysis of Bot Malware

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                                                                                                  8. Mitigation and Defense Strategies