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: ACM Trans. Priv. Secur. (2021)
Keyphrases
- malware detection
- experimental evaluation
- machine learning
- malicious executables
- anti virus
- anomaly detection
- api calls
- countermeasures
- pattern recognition
- multi agent
- text classification
- unsupervised learning
- semi supervised
- machine learning methods
- active learning
- computer security
- image segmentation
- decision trees
- model selection
- machine learning algorithms
- database design
- application programming interface