FBMP-IDS: FL-Based Blockchain-Powered Lightweight MPC-Secured IDS for 6G Networks. - Sabrina Sakraoui; Ahmed Ahmim; Makhlouf Derdour; Marwa Ahmim; Sarra Namane; Imed Ben Dhaou (IEEE Access, 2024)

TL2AB : Trusted lightweight authentication using AI and blockchain for 6G networks. - Sabrina Sakraoui; Makhlouf Derdour; Ahmed Ahmim; Reham Almukhlifi; Marwa Ahmim; Insaf Ullah (Internet Things, 2025)