1. Introduction  
2. Background  
2.1. Notation  
2.2. Adversarial Machine Learning  
2.3. Explainable Artificial Intelligence  
3. Adversarial Attacks on Model Explanations  
4. Defense Against the Attacks on Explanations  
5. Adversarial Attacks on Fairness Metrics  
6. AdvXAI: Opportunities, Challenges, and Future Research Directions