1 INTRODUCTION

2 TAXONOMY OF ADVERSARIAL ATTACKS AND DEFENSES

3 METHODS FOR GENERATING ADVERSARIAL ATTACKS

4 DEFENSE MECHANISMS BASED ON ROBUST OPTIMIZATION AGAINST ADVERSARIAL ATTACKS

5 CHALLENGES AND FUTURE OPPORTUNITIES

6 CONCLUSION