Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection.
Luca DemetrioScott E. CoullBattista BiggioGiovanni LagorioAlessandro ArmandoFabio RoliPublished in: CoRR (2020)
Keyphrases
- malware detection
- experimental evaluation
- machine learning
- malicious executables
- api calls
- anti virus
- machine learning methods
- anomaly detection
- text mining
- countermeasures
- data mining
- model selection
- active learning
- application programming interface
- learning algorithm
- dimensionality reduction
- machine learning algorithms
- pattern recognition
- decision trees
- text classification
- multi agent