To extend the proposed algorithm to detect and mitigate other types of resource-constrained attacks in IoE systems, such as CPU usage attacks or network bandwidth attacks, several modifications and additions can be made:
CPU Usage Attacks:
The algorithm can be enhanced to monitor CPU usage in addition to memory usage. By incorporating CPU monitoring capabilities, the algorithm can detect abnormal spikes or sustained high CPU usage that may indicate a CPU usage attack.
Thresholds and patterns for normal CPU usage can be established similarly to memory usage, allowing the algorithm to flag and respond to deviations from expected CPU utilization levels.
Response mechanisms can be tailored to address CPU usage attacks, such as limiting CPU-intensive processes, isolating affected devices, or implementing rate limiting on CPU resources.
Network Bandwidth Attacks:
Integrate network monitoring functionalities into the algorithm to track network bandwidth usage across IoE devices.
Define baseline network bandwidth patterns for normal operation and set thresholds for anomalous network traffic that may indicate a bandwidth attack.
Implement actions to mitigate network bandwidth attacks, such as traffic shaping, access control lists, or network segmentation to contain and prevent excessive bandwidth consumption.
By incorporating these enhancements, the algorithm can provide a more comprehensive approach to detecting and mitigating various resource-constrained attacks in IoE systems.