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IEEE/ICACT20260019 Slide.13        [Big Slide]       [YouTube]	Oral Presentation
	High classification accuracy alone does not guarantee deployability in real-time systems. Models intended for SmartNIC deployment must satisfy strict latency and execution stability requirements in addition to predictive performance. Therefore, this work evaluates models based on both detection effectiveness and real-time operational feasibility.

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