Implement advanced code logic for future implementations

[ProjectZeroDays]

Implement advanced code logic for future implementations using custom/free/open source solutions.

• Vulnerability Scanner:

  • Implement ensemble learning methods in VulnerabilityScanner class.
  • Add a method to preprocess vulnerability datasets.
  • Train the model using the collected datasets.
  • Evaluate the model's performance and fine-tune as necessary.
  • Integrate the improved model into the existing system.

• AI Model:

  • Implement reinforcement learning methods in AIDeploymentModel class.
  • Train the AI model using relevant datasets.
  • Evaluate the effectiveness of the generated exploits.
  • Integrate the improved exploit generation process into the existing system.

• Exploit Payloads:

  • Implement optimization techniques in ExploitPayloads class.
  • Test the optimized payloads and evaluate their success rate.
  • Fine-tune the optimization process as necessary.
  • Integrate the optimized exploitation techniques into the existing system.

• Zero Day Exploits:

  • Implement evasion techniques in ZeroDayExploits class.
  • Test the evasion techniques and evaluate their effectiveness.
  • Fine-tune the evasion methods as necessary.
  • Integrate the evasion techniques into the existing system.

• Session Management:

  • Implement post-exploitation features in SessionManager class.
  • Test the post-exploitation features and evaluate their effectiveness.
  • Fine-tune the post-exploitation methods as necessary.
  • Integrate the post-exploitation capabilities into the existing system.

• Advanced Malware Analysis:

  • Implement sandbox and VM detection techniques in AdvancedMalwareAnalysis class.
  • Test the detection techniques and evaluate their effectiveness.
  • Fine-tune the detection methods as necessary.
  • Integrate the detection techniques into the existing system.

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For more details, open the Copilot Workspace session.