I. Introduction
II. Preliminaries
III. Poisoning-Based Backdoor Attacks
IV. Non-Poisoning-Based Backdoor Attacks
V. Connection with Related Realms
VI. Backdoor Defenses
VII. Benchmark Datasets
VIII. Outlook of Future Directions
IX. Conclusion