Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud-Fog-Edge architectures. - Mireya Lucia Hernandez-Jaimes; Alfonso Martínez-Cruz; Kelsey Aleiandra Ramírez-Gutiérrez; Claudia Feregrino Uribe (Internet Things, 2023)

Enhancing Machine Learning Approach Based on Nilsimsa Fingerprinting for Ransomware Detection in IoMT. - Mireya Lucia Hernandez-Jaimes; Alfonso Martínez-Cruz; Kelsey Aleiandra Ramírez-Gutiérrez; Elizabeth Guevara (IEEE Access, 2024)

A Machine Learning approach for anomaly detection on the Internet of Things based on Locality-Sensitive Hashing. - Mireya Lucia Hernandez-Jaimes; Alfonso Martínez-Cruz; Kelsey Aleiandra Ramírez-Gutiérrez (Integr., 2024)

Network traffic inspection to enhance anomaly detection in the Internet of Things using attention-driven Deep Learning. - Mireya Lucia Hernandez-Jaimes; Alfonso Martínez-Cruz; Kelsey Aleiandra Ramírez-Gutiérrez; Alicia Morales-Reyes (Integr., 2025)