1 INTRODUCTION

2 MACHINE LEARNING PRELIMINARIES

3 FILE STRUCTURE

4 MALWARE DETECTION

5 ADVERSARIAL THREAT MODEL

6 ADVERSARIAL ALGORITHMS

7 ADVERSARIAL MALWARE EVASION ATTACKS

8 CHALLENGES AND FUTURE DIRECTIONS

9 CONCLUSION