Enhancing anomaly detection: A comprehensive approach with MTBO feature selection and TVETBO Optimized Quad-LSTM classification.
N. V. Rajasekhar ReddyN. Sree DivyaB. N. JagadeshRamu GandikotaKranthi Kumar LellaBhasha PydalaRamesh VatambetiPublished in: Comput. Electr. Eng. (2024)
Keyphrases
- anomaly detection
- feature selection
- intrusion detection
- unsupervised learning
- classification accuracy
- novelty detection
- feature extraction
- support vector
- anomalous behavior
- detecting anomalies
- text classification
- machine learning
- network intrusion detection
- network traffic
- feature set
- feature space
- support vector machine
- detect anomalies
- one class support vector machines
- behavior analysis
- computer security
- pattern recognition
- intrusion detection system
- pattern classification
- network security
- detecting anomalous
- network anomaly detection
- unsupervised anomaly detection
- text categorization
- feature subset
- multi class
- decision trees
- genetic algorithm
- model selection
- network intrusion
- probabilistic model
- feature vectors
- cumulative sum