IEEE/ICACT20260343 Slide.24        [Big Slide]       [YouTube] Oral Presentation
We compare DT-NRS against five representative defenses adapted to the same environment: 1. Token-based control-plane mitigation 2. Congestion-aware rate control 3. FITT-like feedback throttling 4. Cache-filtering or cache shield against pollution 5. Isolation Forest anomaly detection These baselines represent classic thresholding, feedback, cache admission filtering, and an unsupervised ML method—so we cover a broad range of strategies.

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