Technical report

NARCE: A Mamba-Based Neural Algorithmic Reasoner Framework for Online Complex Event Detection

01 February 2025 Liying Han, Gaofeng Dong, Xiaomin Ouyang, Lance M. Kaplan, Federico Cerutti, Mani Srivastava

NARCE proposes a Mamba-based neural algorithmic reasoning framework for online complex event detection.

It is relevant to cybersecurity because stream-based event detection is central to modern monitoring, and the combination of sequence modelling and reasoning is especially useful under evolving attack conditions.