Domain Constraints in Feature Space: Strengthening Robustness of Android Malware Detection against Realizable Adversarial Examples.
Hamid BostaniZhuoran LiuZhengyu ZhaoVeelasha MoonsamyPublished in: CoRR (2022)
Keyphrases
- malware detection
- feature space
- malicious executables
- anomaly detection
- multi agent
- feature vectors
- image retrieval
- application programming interface
- kernel function
- machine learning
- principal component analysis
- low dimensional
- unsupervised learning
- symbolic data
- training set
- model checking
- mean shift
- distributed systems
- dimensionality reduction
- open source
- object oriented
- data points