SOME/IP Intrusion Detection using Deep Learning-based Sequential Models in Automotive Ethernet Networks. - Natasha Alkhatib; Hadi Ghauch; Jean-Luc Danger (CoRR, 2021)

CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model. - Natasha Alkhatib; Maria Mushtaq; Hadi Ghauch; Jean-Luc Danger (AICCSA, 2022)

Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks. - Natasha Alkhatib; Maria Mushtaq; Hadi Ghauch; Jean-Luc Danger (IV, 2022)

AVTPnet: Convolutional Autoencoder for AVTP anomaly detection in Automotive Ethernet Networks. - Natasha Alkhatib; Maria Mushtaq; Hadi Ghauch; Jean-Luc Danger (CoRR, 2022)

Here comes SAID: A SOME/IP Attention-based mechanism for Intrusion Detection. - Natasha Alkhatib; Maria Mushtaq; Hadi Ghauch; Jean-Luc Danger (ICUFN, 2023)

WIP: AMICA: Attention-based Multi-Identifier model for asynchronous intrusion detection on Controller Area networks. - Natasha Alkhatib; Lina Achaji; Maria Mushtaq; Hadi Ghauch; Jean-Luc Danger (VehicleSec, 2023)

Cybersecurity Metrics for AI-Based In-Vehicle Intrusion Detection Systems. - Mohammed Lamine Bouchouia; Hamza Khemissa; Elies Gherbi; Myriam Tami; Duncan Lopes; Natasha Alkhatib; Maxime Ayrault (VNC, 2024)

Towards a Lightweight Deep Learning IDS for CAN in Vehicles. - Bahaa Eddine Ajaj; Natasha Alkhatib; Rami Khoder (AINA (6), 2025)