most citedAdaptive Intrusion Detection for Evolving RPL IoT Attacks Using Incremental Learning

3 citations · 3 across the 3 of their papers we have counts for

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cs.LG2026

GraphK: Variable-Size Graph Generation with Efficient Edge Construction

Resul Tugay, Eren Oluğ, Elif Ak +1

Graph generation models have advanced significantly with deep learning, yet they remain limited in scalability, flexibility, and ability to model underlying structures. We present…

cs.LG2025

WBHT: A Generative Attention Architecture for Detecting Black Hole Anomalies in Backbone Networks

Kiymet Kaya, Elif Ak, Sule Gunduz Oguducu

We propose the Wasserstein Black Hole Transformer (WBHT) framework for detecting black hole (BH) anomalies in communication networks. These anomalies cause packet loss without fail…