1 Introduction

2 Point Anomaly Detection
2.1 Activity-based Point Anomaly Detection
2.2 Graph-based Point Anomaly Detection

3 Group Anomaly Detection
3.1 Activity-based Group Anomaly Detection
3.2 Graph-based Group Anomaly Detection

4 Conclusions and Future Research