Security for Machine Learning-based Software Systems: A Survey of Threats, Practices, and Challenges.
Huaming ChenMuhammad Ali BabarPublished in: ACM Comput. Surv. (2024)
Keyphrases
- software systems
- machine learning
- security issues
- information security
- functional requirements
- security threats
- software engineering
- security measures
- cyber security
- high assurance
- privacy issues
- source code
- software development
- software components
- software maintenance
- cyber attacks
- software architecture
- security mechanisms
- security requirements
- multi agent systems
- software design
- software intensive systems
- data mining
- access control
- intrusion detection
- case study
- software developers
- software quality
- software evolution
- security policies
- network security
- development teams
- complex software systems
- critical infrastructure
- component based software
- real world
- management practices
- maintenance activities
- artificial intelligence
- reinforcement learning
- cloud computing
- software projects
- information systems
- dynamic reconfiguration
- smart card
- learning algorithm
- software testing