Open access
Sep 2026
Leakage-aware and imbalance-robust gradient boosting for intrusion detection in cyber-physical healthcare systems under adversarial AI threats
This work presents a leakage-aware, imbalance-robust detection pipeline for the WUSTL-EHMS-2020 healthcare CPS dataset, and is the statistically best model across a ten-classifier benchmark.
Mustafizur Rahaman, Shakhawat Hossain Refat, Wali Ahmed et al.
· Scientific Reports · 0 citations