Madvex: Instrumentation-Based Adversarial Attacks on Machine Learning Malware Detection.
Nils LooseFelix MächtleClaudius PottVolodymyr BezsmertnyiThomas EisenbarthPublished in: DIMVA (2023)
Keyphrases
- malware detection
- machine learning
- malicious executables
- anti virus
- anomaly detection
- application programming interface
- machine learning methods
- pattern recognition
- learning algorithm
- multi agent
- data mining
- computer security
- countermeasures
- model selection
- decision trees
- watermarking scheme
- machine learning algorithms
- text mining
- supervised learning
- high dimensional