Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets.
Eric LanferSophia SylvesterNils AschenbruckMartin AtzmuellerPublished in: LCN (2023)
Keyphrases
- ai methods
- uci machine learning repository
- benchmark datasets
- artificial intelligence
- uci repository
- decision trees
- support vector machine svm
- classification accuracy
- support vector machine
- machine learning
- training dataset
- class labels
- feature extraction
- text classification
- machine learning algorithms
- feature vectors
- feature selection
- intrusion detection
- image classification
- association rules
- high dimensionality
- computational models
- feature space
- support vector
- training data