A Novel Approach to Malware Detection using Machine Learning and Image Processing.
Saadaldeen Rashid AhmedSalah J. MohamedMohammed S. AljanabiSameer AlgburiDuaa A. MajeedNeesrin Ali KurdiMohammed Al-SaremJamal Fadhil TawfeqPublished in: AICCONF (2024)
Keyphrases
- malware detection
- machine learning
- image processing
- pattern recognition
- malicious executables
- computer vision
- machine vision
- anomaly detection
- computer graphics
- decision trees
- application programming interface
- signal processing
- data mining
- learning algorithm
- image enhancement
- machine learning algorithms
- supervised learning
- image segmentation
- machine learning methods
- image analysis
- speech processing
- feature selection
- text classification
- information extraction
- active learning
- reinforcement learning
- feature extraction
- natural language processing
- denoising
- text mining
- model selection
- data analysis