I. Introduction  
II. Overview of Surveys on Anomaly Detection  
III. Types of Anomalous Component  
IV. Types of Graph Data  
V. Types of Graph-Based Techniques  
VI. Type of Anomaly  
VII. Applications  
VIII. Challenges and Future Directions  
IX. Conclusion