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Νικόλαος Πεππές

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#small language model Open access Oct 2026

LLM-Orchestrated Evasion of Tabular NIDS and GAN Augmentation for Multimodal Detection

Network Intrusion Detection Systems (NIDSs) based on machine learning have demonstrated strong performance against known attack patterns. However, their robustness against adaptive evasion strategies orchestrated by modern Large Language Models (LLMs) remains largely unexplored. This study presents a reproducible frame...

Νικόλαος Πεππές, Theodoros Alexakis, Emmanouil Daskalakis et al. · 0 citations

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