Machine Learning Security in Industry: A Quantitative Survey.
Kathrin GrosseLukas BieringerTarek R. BesoldBattista BiggioKatharina KrombholzPublished in: IEEE Trans. Inf. Forensics Secur. (2023)
Keyphrases
- machine learning
- information security
- network security
- access control
- feature selection
- machine learning methods
- security requirements
- security policies
- active learning
- data collection
- knowledge acquisition
- text classification
- intrusion detection
- world wide
- machine learning algorithms
- learning tasks
- learning algorithm
- decision trees
- supervised learning
- natural language processing
- pattern recognition
- inductive logic programming
- security systems
- computer vision
- security threats
- statistical databases
- data mining
- machine learning approaches
- explanation based learning
- computer security
- security protocols
- rfid technology
- quantitative data
- security problems
- information extraction
- knowledge discovery
- knowledge representation
- data analysis
- reinforcement learning
- case study
- artificial intelligence
- qualitative and quantitative
- quantitative and qualitative
- cloud computing
- model selection
- text mining
- security mechanisms
- information technology
- computer science
- information systems