Mobile Malware and Privacy

  1. Mobile Malware Analysis
    1. Static Analysis Techniques
      1. Decompilation and Disassembly
        1. Reverse Engineering Tools
          1. Code Structure Analysis
          2. Android Package Analysis
            1. APK Structure Examination
              1. Manifest File Analysis
                1. Resources Inspection
                  1. DEX File Analysis
                  2. iOS Application Analysis
                    1. IPA Structure Examination
                      1. Info.plist Analysis
                        1. Binary Analysis
                          1. Framework Inspection
                          2. Code Analysis Methods
                            1. Permission Analysis
                              1. String Analysis
                                1. API Call Identification
                                  1. Control Flow Analysis
                                    1. Data Flow Analysis
                                    2. Obfuscation Detection
                                      1. Code Obfuscation Patterns
                                        1. String Encryption
                                          1. Control Flow Obfuscation
                                          2. Signature-Based Detection
                                            1. Hash Matching
                                              1. YARA Rules
                                                1. Pattern Recognition
                                              2. Dynamic Analysis Techniques
                                                1. Sandboxed Execution
                                                  1. Isolated Environments
                                                    1. Behavioral Observation
                                                      1. Safe Analysis Practices
                                                      2. Emulation and Simulation
                                                        1. Android Emulators
                                                          1. iOS Simulators
                                                            1. Advantages and Limitations
                                                            2. Real Device Testing
                                                              1. Device Preparation
                                                                1. Risk Management
                                                                  1. Physical Device Analysis
                                                                  2. System Behavior Monitoring
                                                                    1. Network Traffic Analysis
                                                                      1. File System Monitoring
                                                                        1. API Hooking
                                                                          1. Process Monitoring
                                                                            1. Memory Analysis
                                                                              1. System Call Tracing
                                                                              2. Runtime Analysis
                                                                                1. Dynamic Instrumentation
                                                                                  1. Code Injection
                                                                                    1. Function Hooking
                                                                                  2. Hybrid Analysis Approaches
                                                                                    1. Static-Dynamic Correlation
                                                                                      1. Multi-Stage Analysis
                                                                                        1. Comprehensive Threat Assessment
                                                                                        2. Automated Analysis Systems
                                                                                          1. Machine Learning in Detection
                                                                                            1. Feature Extraction
                                                                                              1. Classification Algorithms
                                                                                                1. Anomaly Detection
                                                                                                2. Behavioral Analysis
                                                                                                  1. Baseline Establishment
                                                                                                    1. Deviation Detection
                                                                                                    2. Scalable Analysis Platforms
                                                                                                      1. Cloud-Based Analysis
                                                                                                        1. Distributed Processing

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                                                                                                    4. Mobile Operating System Security

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                                                                                                    6. Privacy Threats and Data Exfiltration