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Author

Mai Xuan Trang

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#artificial intelligence Open access Oct 2026

AutoDP-LLM: automating data pre-processing for intrusion detection systems using large language models

The increasing complexity and scale of modern cyber-attacks demand intelligent and computationally efficient Intrusion Detection Systems (IDS). However, designing effective data pre-processing pipelines traditionally involves substantial trial-and-error effort and repeated evaluation of alternative configurations. For...

Bao-Phong Nguyen, G. Pham, Thai-Duong Do et al. · 0 citations
Preprint Aug 2026

DeepHSIC: Deep Learning-based Signal Detector for Hybrid Downlink IM-NOMA

Simulation results indicate that learned SIC-style detection is a practical candidate for scalable hybrid downlink IM-NOMA receivers and reaches BER performance close to model-based detectors under both perfect and imperfect CSI while requiring substantially lower detection time.

Dung Nguyen Tran, Toan D. Gian, Tien-Hoa Nguyen et al. · 0 citations

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