When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time.
David J. MillerYujia WangGeorge KesidisPublished in: Neural Comput. (2019)
Keyphrases
- anomaly detection
- one class support vector machines
- network anomaly detection
- computer security
- intrusion detection
- network intrusion
- detecting anomalies
- misuse detection
- network intrusion detection
- anomalous behavior
- normal behavior
- network traffic
- intrusion detection system
- unsupervised anomaly detection
- detecting anomalous
- intrusion prevention
- training data
- malware detection
- behavior analysis
- network security
- unsupervised learning
- negative selection algorithm
- normal traffic
- support vector
- machine learning
- malicious activities
- training set
- genetic algorithm