2 papers
cs.CR2026
Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks
Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda +4
Adversarial examples can represent a serious threat to machine learning (ML) algorithms. If used to manipulate the behaviour of ML-based Network Intrusion Detection Systems (NIDS),…
cs.CL2026
Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis
Hazem Amamou, Stéphane Gagnon, Alan Davoust +1
Retrieval-Augmented Generation (RAG) was introduced to enhance the capabilities of Large Language Models (LLMs) beyond their encoded prior knowledge. This is achieved by providing…