A Novel Feature Vector for AI-Assisted Windows Malware Detection.
Le Qi YauYik Ting LamAshwin LokeshPrannaya GuptaJustin LimIshneet Sukhvinder SinghJia Yi LooMao V. NgoSin G. TeoTram Truong-HuuPublished in: DASC/PiCom/CBDCom/CyberSciTech (2023)
Keyphrases
- malware detection
- feature vectors
- api calls
- malicious executables
- artificial intelligence
- anomaly detection
- case based reasoning
- feature extraction
- feature space
- expert systems
- euclidean distance
- application programming interface
- image features
- gabor filters
- intelligent systems
- knowledge representation
- pairwise
- feature set
- machine learning
- similarity measure
- high level
- learning algorithm