Balancing Transparency and Risk: The Security and Privacy Risks of Open-Source Machine Learning Models.
Dominik HintersdorfLukas StruppekKristian KerstingPublished in: CoRR (2023)
Keyphrases
- machine learning models
- open source
- risk assessment
- risk analysis
- machine learning algorithms
- spam filtering
- machine learning approaches
- information security
- learning models
- risk management
- network security
- predictive model
- source code
- machine learning
- access control
- graphical models
- case study
- real world
- historical data
- support vector