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: A protocol used to evaluate "uncertain" behaviors in a network. It focuses on the meaning (semantics) behind network activities to distinguish between legitimate user variability and actual malicious intent. Performance Benchmarks

: An Assistant Design Engineer specializing in structural and construction management. telin elsa sabu new

: A Software QA Engineer at Inspired Software Development in India. : A protocol used to evaluate "uncertain" behaviors

Developed by researchers including corresponding author , the framework addresses the growing security needs of edge computing environments. Unlike traditional systems that struggle with high latency or low accuracy in decentralized networks, this new approach integrates linguistic analysis with temporal tracking to identify threats. The framework is composed of three core components: telin elsa sabu new