Security for Machine Learning-based Software Systems: a survey of threats, practices and challenges.
Huaming ChenMuhammad Ali BabarPublished in: CoRR (2022)
Keyphrases
- software systems
- machine learning
- security issues
- functional requirements
- information security
- security threats
- software engineering
- high assurance
- security measures
- source code
- cyber attacks
- cyber security
- privacy issues
- software development
- software design
- security mechanisms
- software maintenance
- software architecture
- software components
- case study
- intrusion detection
- security policies
- component based software
- real world
- critical infrastructure
- security requirements
- software quality
- software engineers
- software developers
- software intensive systems
- learning algorithm
- access control
- artificial intelligence
- information systems
- development teams
- management practices
- network security
- software evolution
- software projects
- high level
- data model
- product lines
- clone detection
- software testing