1 INTRODUCTION

2 DEFINITIONS OF TERMS

3 ADVERSARIAL ATTACKS

4 ATTACKS IN THE REAL WORLD

5 EXISTENCE OF ADVERSARIAL EXAMPLES

6 DEFENSES AGAINST ADVERSARIAL ATTACKS

7 OUTLOOK OF THE RESEARCH DIRECTION

8 CONCLUSION