Proposal of Anomaly Detection for DNS Attacks Based on Packets Prediction Using LSTM.
Satoshi KimuraHiroyuki InabaPublished in: IIAI-AAI (2020)
Keyphrases
- anomaly detection
- normal traffic
- network anomaly detection
- computer security
- intrusion detection
- traffic analysis
- network intrusion
- misuse detection
- network traffic
- network security
- intrusion detection system
- normal behavior
- network intrusion detection
- anomalous behavior
- unsupervised anomaly detection
- detecting anomalies
- stepping stones
- detecting anomalous
- unsupervised learning
- data assimilation
- one class support vector machines
- detect anomalies
- recurrent neural networks
- cumulative sum
- intrusion prevention
- behavior analysis
- negative selection algorithm
- image segmentation
- malicious activities
- semi supervised
- probabilistic model