Published Paper Details:

In embedded systems, security is crucial as malware lurks in code, targeting the core with might. Remote execution and privilege escalation intensify the fight. Network breaches exploit vulnerabilities by, intercepting transmissions and casting a shadowy light. Smart grids face threats, including false data injections and disruptions all around. Denial of Service attacks are relentless, overwhelming grid systems and integrity. Smart meters are tampered with, breaching security measures and control. Mitigation strategies include encryption, intrusion detection, and secure boot mechanisms. Regular updates, vulnerability management, and physical security measures are essential. PSO-LSTM, a blend of optimization and accuracy, emerges as a solution for various domains, including rainfall runoff and with Long Short-Term Memory (LSTM) neural networks, has been applied in various ship motion prediction. The Pelican Optimization Algorithm takes flight, balancing exploration and nature-inspired solutions. Minimizing the surface area and focusing on peripherals and hardware security leads to a more secure embedded system landscape.