Machine Learning Modeling of GPS Features with Applications to UAV Location Spoofing Detection and Classification.
Mohammad NayfehYuchen LiKhair Al ShamailehVijay Kumar DevabhaktuniNaima KaabouchPublished in: Comput. Secur. (2023)
Keyphrases
- machine learning
- classification accuracy
- feature extraction
- feature vectors
- feature set
- classification method
- pattern recognition
- feature construction
- classification models
- support vector machine classifier
- false positives
- feature generation
- feature space
- feature extraction and classification
- extracted features
- machine learning approaches
- feature selection
- machine learning methods
- svm classifier
- benchmark datasets
- supervised machine learning
- feature values
- classification process
- text classification
- machine learning algorithms
- machine learning models
- mammogram images
- support vector machine
- location based services
- features extraction
- decision trees
- adaboost classifier
- detection method
- support vector
- classification algorithm
- feature analysis
- class labels
- predictive modeling
- model selection
- global positioning system
- discriminative classifiers
- selecting a small number
- feature representation
- feature subset
- supervised learning
- position information
- urban environments
- eeg signals
- location information
- mobile devices
- data mining