Python for Ethical Hacking

  1. Advanced Python Security Techniques
    1. Concurrent Programming for Security
      1. Threading in Security Applications
        1. Thread Creation and Management
          1. Thread Synchronization
            1. Race Condition Prevention
              1. Thread Pool Implementation
              2. Multiprocessing for Performance
                1. Process Creation and Management
                  1. Inter-Process Communication
                    1. Shared Memory Usage
                      1. Process Pool Implementation
                      2. Asynchronous Programming
                        1. asyncio Framework
                          1. Asynchronous Network Programming
                            1. Concurrent HTTP Requests
                          2. System-Level Programming
                            1. Windows API Integration
                              1. ctypes Library Usage
                                1. Windows Function Calling
                                  1. System Information Gathering
                                    1. Registry Manipulation
                                    2. Linux System Programming
                                      1. System Call Interface
                                        1. Kernel Module Interaction
                                          1. Device File Manipulation
                                          2. Cross-Platform System Access
                                            1. Platform Detection
                                              1. Conditional System Calls
                                                1. Abstraction Layer Implementation
                                              2. Cryptographic Implementation
                                                1. Hash Function Implementation
                                                  1. hashlib Module Usage
                                                    1. Custom Hash Functions
                                                      1. Hash Collision Detection
                                                        1. Integrity Verification
                                                        2. Encryption and Decryption
                                                          1. Symmetric Encryption
                                                            1. AES Implementation
                                                              1. DES and 3DES
                                                                1. Stream Ciphers
                                                                2. Asymmetric Encryption
                                                                  1. RSA Implementation
                                                                    1. ECC Usage
                                                                      1. Key Exchange Protocols
                                                                    2. Digital Signatures and Certificates
                                                                      1. Digital Signature Creation
                                                                        1. Certificate Validation
                                                                          1. PKI Implementation
                                                                        2. Malware Analysis Techniques
                                                                          1. Static Analysis Implementation
                                                                            1. File Format Analysis
                                                                              1. String Extraction
                                                                                1. Disassembly Integration
                                                                                  1. Signature Detection
                                                                                  2. Dynamic Analysis Techniques
                                                                                    1. Sandbox Implementation
                                                                                      1. Behavior Monitoring
                                                                                        1. API Call Tracking
                                                                                          1. Network Activity Analysis
                                                                                          2. Indicator of Compromise Extraction
                                                                                            1. IOC Pattern Recognition
                                                                                              1. Automated IOC Generation
                                                                                                1. Threat Intelligence Integration
                                                                                              2. Digital Forensics Implementation
                                                                                                1. File System Forensics
                                                                                                  1. Metadata Extraction
                                                                                                    1. Deleted File Recovery
                                                                                                      1. Timeline Analysis
                                                                                                        1. Hash Verification
                                                                                                        2. Network Forensics
                                                                                                          1. Packet Analysis
                                                                                                            1. Connection Reconstruction
                                                                                                              1. Protocol Analysis
                                                                                                                1. Evidence Preservation
                                                                                                                2. Memory Forensics
                                                                                                                  1. Memory Dump Analysis
                                                                                                                    1. Process Reconstruction
                                                                                                                      1. Artifact Extraction
                                                                                                                        1. Volatile Data Recovery

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                                                                                                                    9. System Exploitation and Post-Exploitation

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                                                                                                                    11. Tool Development and Automation