1 INTRODUCTION

2 MODELING POISONING ATTACKS AND DEFENSES

2.1 Learning Settings

2.2 Attack Framework

2.3 Defense Framework

2.4 Poisoning Attacks and Defenses

3 ATTACKS

4 DEFENSES

5 POISONING ATTACKS AND DEFENSES IN OTHER DOMAINS

6 RESOURCES: SOFTWARE LIBRARIES, IMPLEMENTATIONS, AND BENCHMARKS

7 DEVELOPMENT, CHALLENGES, AND FUTURE RESEARCH DIRECTIONS

7.1 Development Timelines for Poisoning Attacks and Defenses

7.2 Challenges and Future Work

8 CONCLUDING REMARKS