2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection.
Hossein SayadiHosein Mohammadi MakraniSai Manoj Pudukotai DinakarraoTinoosh MohseninAvesta SasanSetareh RafatiradHouman HomayounPublished in: DATE (2019)
Keyphrases
- malware detection
- machine learning
- malicious executables
- general purpose
- low cost
- anomaly detection
- real time
- hardware and software
- application programming interface
- knowledge discovery
- machine learning methods
- pattern recognition
- active learning
- data mining
- machine learning algorithms
- model selection
- data analysis
- computer vision
- reinforcement learning
- learning algorithm
- embedded systems
- hardware implementation
- network intrusion detection
- central processing unit
- supervised learning
- training data
- image segmentation
- decision trees
- feature selection