I. INTRODUCTION

II. VEHICULAR NETWORKS

IV. ML-BASED SECURITY SOLUTIONS FOR VEHICULAR NETWORKS

V. LIMITATIONS AND CHALLENGES IN USING ML-BASED SECURITY SOLUTIONS

VI. OBSERVATIONS AND LESSONS LEARNED

VII. CONCLUSION