An Ensemble-Based Parallel Deep Learning Classifier With PSO-BP Optimization for Malware Detection.
Mohammed Nasser Al-AndoliKok-Swee SimShing Chiang TanPey Yun GohChee Peng LimPublished in: IEEE Access (2023)
Keyphrases
- deep learning
- malware detection
- global optimization
- training data
- optimization algorithm
- malicious executables
- classifier ensemble
- particle swarm optimization
- particle swarm optimization pso
- machine learning
- training set
- unsupervised feature learning
- unsupervised learning
- learning algorithm
- feature selection
- neural network
- back propagation
- pso algorithm
- weak classifiers
- anomaly detection
- training samples
- decision trees
- support vector
- weakly supervised
- support vector machine
- feature space
- object recognition
- mental models
- co occurrence
- training examples
- object detection
- supervised learning
- feature set