Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach.
Zhangying HeHosein Mohammadi MakraniSetareh RafatiradHouman HomayounHossein SayadiPublished in: ICCD (2022)
Keyphrases
- malware detection
- reinforcement learning
- malicious executables
- low cost
- function approximation
- machine learning
- application programming interface
- real time
- anomaly detection
- source code
- optimal policy
- hardware and software
- hardware implementation
- multi agent
- supervised learning
- state space
- computer systems
- markov decision processes
- dynamic programming
- learning capabilities
- image segmentation