Madvex: Instrumentation-based Adversarial Attacks on Machine Learning Malware Detection.
Nils LooseFelix MächtleClaudius PottVolodymyr BezsmertnyiThomas EisenbarthPublished in: CoRR (2023)
Keyphrases
- malware detection
- machine learning
- anti virus
- malicious executables
- anomaly detection
- machine learning algorithms
- decision trees
- machine learning methods
- data mining
- active learning
- data analysis
- countermeasures
- multi agent
- computer vision
- pattern recognition
- watermarking scheme
- watermarking algorithm
- application programming interface
- supervised learning
- data management
- model selection
- feature selection
- feature extraction