Applying Machine Learning to use security oracles: a case study in virus and malware detection.
Davy PreuveneersEmma LavensWouter JoosenPublished in: EuroS&P Workshops (2022)
Keyphrases
- malware detection
- machine learning
- anomaly detection
- malicious executables
- active learning
- application programming interface
- anti virus
- feature selection
- computer vision
- case study
- image segmentation
- data analysis
- api calls
- data mining
- test cases
- intrusion detection
- supervised learning
- learning algorithm
- text classification
- client server
- network security
- dimensionality reduction
- e government
- feature extraction