Using machine learning to assist with the selection of security controls during security assessment.
Seifeddine BettaiebSeung Yeob ShinMehrdad SabetzadehLionel C. BriandMichael GarceauAntoine MeyersPublished in: Empir. Softw. Eng. (2020)
Keyphrases
- machine learning
- risk assessment
- pattern recognition
- security policies
- decision trees
- information security
- knowledge acquisition
- access control
- machine learning algorithms
- active learning
- computer vision
- security requirements
- statistical databases
- selection strategy
- machine learning methods
- computer security
- information assurance
- intrusion detection
- text mining
- data mining
- learning algorithm
- knowledge representation
- security problems
- feature selection
- artificial intelligence
- security level
- explanation based learning
- computational intelligence
- functional requirements
- genetic algorithm
- neural network
- security properties
- security systems
- security mechanisms
- sensitive data
- knowledge discovery
- database
- machine learning approaches
- reinforcement learning
- computer networks
- data analysis