IEEE/ICACT20260287 Slide.04        [Big Slide]       [YouTube] Oral Presentation
This slide represent the limitations of existing solutions against the problem. Traditional intrusion detection systems mostly ignore control frames. Rule-based systems rely on static thresholds, which attackers can easily bypass. Machine-learning-based solutions are comparatively heavy and slow, making them unsuitable for real-time protection at the control layer.

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