S. Malathi

Enhancing Security in Software-Defined Networking from ARP Spoofing Attack Using Adaptive Encryption-Assisted Explainable Mish-Activated Recurrent Neural Network Framework

Objectives: To develop an MARNN framework for accurate ARP spoofing-based MITM attack detection and secure communication in SDN environments. Method: The approach involves preprocessing raw data from the ARP Spoofing-Based MITM Attack Dataset using Variable Stability Scaling (Var-SS) normalization, followed by the MARN...