Interference Mitigation Techniques in Wireless Body Area Networks

Network Fortification: Leveraging Support Vector Machine for Enhanced Security in Wireless Body Area Networks

“…This concept is not just exclusive to monetary matters -it also pertains to the gathering of personal or health-related data via several sensors in a wireless body area network (WBAN). Just like money, preserving the confidentiality and security of this sensitive information about a person's health status is of utmost importance [30][31][32][33][34][35][36][37][38][39][40][41].…”

“…Training data for vectors often lacks labels, as manual data labeling requires human involvement and not all data can be easily categorized. A study mentioned in reference [29][30][31][32] highlights the feasibility of using sensors attached to patients' bodies for automated medical interventions, particularly for individuals with chronic illnesses. However, wireless transmission of medical data to a personal server and the use of programming devices to configure medical equipment raise potential security concerns.…”