No Features Needed: Using BPE Sequence Embeddings for Web Log Anomaly Detection.
Nitesh Suresh SehwaniPublished in: IWSPA@CODASPY (2022)
Keyphrases
- anomaly detection
- intrusion detection
- web logs
- detecting anomalies
- network intrusion detection
- intrusion detection system
- detect anomalies
- network anomaly detection
- website
- negative selection algorithm
- network traffic
- anomalous behavior
- feature space
- feature vectors
- log files
- one class support vector machines
- web log data
- unsupervised learning
- sequential pattern mining
- data mining
- co occurrence
- social networks