AI-based anomaly detection for cyberattacks on Windows systems - Creation of a prototype for automated monitoring of the process environment.
Benjamin YükselKlaus SchwarzReiner CreutzburgPublished in: MOBMU (2020)
Keyphrases
- anomaly detection
- intrusion detection
- detect anomalies
- network traffic
- detecting anomalies
- anomalous behavior
- computer network security
- unsupervised anomaly detection
- neural network
- behavior analysis
- one class support vector machines
- artificial intelligence
- computer security
- unsupervised learning
- intrusion detection system
- network intrusion detection
- negative selection algorithm
- data mining
- feature extraction
- malware detection
- human brain
- computer systems
- data processing
- network anomaly detection
- object recognition
- connectionist systems
- bayesian networks