Privacy and Security Challenges in Edge-Deployed Generative AI: Threats, Vulnerabilities, and Defense Mechanisms. - Mohammed Houache; Djallel Eddine Boubiche; Abdellah Chehri; Larbi Guezouli (WCNC (Workshops), 2026)