most citedEfficient Denial of Service Attack Detection in IoT using Kolmogorov-Arnold Networks

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cs.LG2026

LUT-Compiled Kolmogorov-Arnold Networks for Lightweight DoS Detection on IoT Edge Devices

Oleksandr Kuznetsov

Denial-of-Service (DoS) attacks pose a critical threat to Internet of Things (IoT) ecosystems, yet deploying effective intrusion detection on resource-constrained edge devices rema…

cs.LG2026

LUT-KAN: Segment-wise LUT Quantization for Fast KAN Inference

Oleksandr Kuznetsov

Kolmogorov--Arnold Networks (KAN) replace scalar weights by learnable univariate functions, often implemented with B-splines. This design can be accurate and interpretable, but it…