VAASI: Crafting valid and abnormal adversarial samples for anomaly detection systems in industrial scenarios.
Ángel Luis Perales GómezLorenzo Fernández MaimóAlberto Huertas CeldránFélix J. García ClementePublished in: J. Inf. Secur. Appl. (2023)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- network traffic
- network intrusion detection
- computer security
- anomalous behavior
- intrusion detection system
- connectionist systems
- unsupervised anomaly detection
- intrusion prevention
- detecting anomalous
- network anomaly detection
- behavior analysis
- one class support vector machines
- cumulative sum
- network security
- detect anomalies
- negative selection algorithm
- bayesian networks
- data sets
- data mining algorithms
- unsupervised learning
- expectation maximization
- data warehouse
- knowledge discovery
- association rules