Paper

DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings

01 January 2023 Marc Roig Vilamala, Tianwei Xing, Harrison Taylor, Luis Garcia, Mani Srivastava, Lance M. Kaplan, Alun D. Preece, Angelika Kimmig, Federico Cerutti

DeepProbCEP extends the neuro-symbolic event-processing line toward explicitly adversarial settings, where signals may be noisy, incomplete, or manipulated.

That makes it directly relevant to cybersecurity pipelines, which often need to combine learning, explicit reasoning, and explainability under hostile conditions.