Exploring the Impact of Data Poisoning Attacks on Machine Learning Model Reliability.
Laura VerdeFiammetta MarulliStefano MarronePublished in: KES (2021)
Keyphrases
- experimental data
- data sets
- data processing
- test data
- machine learning
- data analysis
- prior knowledge
- empirical data
- probability distribution
- computational model
- high level
- expert knowledge
- statistical methods
- data structure
- mathematical model
- data collection
- data sources
- probabilistic model
- data quality
- simulation data
- computer systems
- data points
- objective function
- supervised learning
- high dimensional
- raw data
- training data
- similarity measure
- neural network
- measured data
- database