LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems.
Gyuwan KimHayoon YiJangho LeeYunheung PaekSungroh YoonPublished in: CoRR (2016)
Keyphrases
- language modeling
- intrusion detection system
- ensemble methods
- intrusion detection
- language model
- network security
- retrieval model
- query expansion
- information retrieval
- prediction accuracy
- anomaly detection
- decision trees
- machine learning methods
- probabilistic model
- n gram
- ensemble learning
- random forest
- benchmark datasets
- document retrieval
- data mining
- computer systems
- text classification
- intrusion prevention
- test collection
- feature selection
- data mining techniques
- high dimensional
- data sets
- multiple models