A Cautionary Tale About Detecting Malware Using Hardware Performance Counters and Machine Learning.
Boyou ZhouAnmol GuptaRasoul JahanshahiManuel EgeleAjay JoshiPublished in: IEEE Des. Test (2021)
Keyphrases
- machine learning
- low cost
- hardware and software
- real time
- machine learning algorithms
- feature selection
- detect malicious
- machine learning methods
- active learning
- knowledge discovery
- natural language processing
- decision trees
- pattern recognition
- support vector machine
- single chip
- embedded systems
- machine learning approaches
- semi supervised learning
- text classification
- model selection
- computer systems
- computer vision
- data mining
- data sets
- computational intelligence
- text mining
- learning systems
- computer science
- learning tasks
- automatic detection
- image processing
- reverse engineering
- computing systems
- artificial intelligence
- floating point
- hardware design