id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-1706	J Merlin Florrence	A Mathematical Model for Enhancing Cybersecurity in IoT Networks Using LSTM-Based Anomaly Detection and Optimization	2024	25	.pdf	application/pdf	11660	560	42	Optimization algorithms dynamically adjust detection thresholds and allocate resources in order to ensure the accuracy of anomaly detection models while keeping them efficient even in large-scale IoT networks. Nonetheless, edge computing with anomaly detection models can be a challenging task since we have to deal with communication security between IoT devices and the edge servers as well as balancing accuracy in detecting anomalies vs latency.	cache/cana-1706.pdf	txt/cana-1706.txt