SPNet: Siamese pyramid network for malicious node detection in mobile networks with blockchain-based authentication scheme

Key Points

• Malicious node detection using SPNet enhances mobile network security by identifying threats swiftly and accurately.
• Key metrics indicate a significant reduction in false positives by over 30% when using the proposed network model.
• Siamese pyramid network implementation shows a robust framework for identifying malicious nodes in real-time.
• Highlights the importance of blockchain in enhancing authentication and security protocols in mobile networks.