A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges.
Mohammadreza SalehiHossein MirzaeiDan HendrycksYixuan LiMohammad Hossein RohbanMohammad SabokrouPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- novelty detection
- detection method
- automatic detection
- abnormal behavior
- probability distribution
- object detection
- uniformly distributed
- detection algorithm
- detection accuracy
- data distribution
- detection scheme
- false alarms
- optimal solution
- event detection
- database
- intrusion detection
- unsupervised learning
- power law
- cross sectional
- case study