Evaluating the Cybersecurity Risk of Real-world, Machine Learning Production Systems.
Ron BittonNadav MamanInderjeet SinghSatoru MomiyamaYuval EloviciAsaf ShabtaiPublished in: ACM Comput. Surv. (2023)
Keyphrases
- production system
- machine learning
- real world
- multistage
- data mining
- production process
- multiprocessor architecture
- certainty factor
- wide range
- data sets
- pattern recognition
- expert systems
- reinforcement learning
- machine learning and data mining
- risk assessment
- production rules
- learning systems
- case study
- risk management
- learning algorithm
- markov decision
- control structure
- computer vision
- feature selection
- synthetic data
- knowledge representation
- natural language processing
- knowledge acquisition
- computational intelligence
- data analysis
- computer science
- machine learning approaches
- machine learning algorithms
- decision making
- production line
- risk measures
- risk factors
- information extraction
- lot streaming
- supervised learning
- artificial intelligence
- active learning
- inductive logic programming
- machine learning methods
- search space