ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-based Systems.
Mingyi ZhouXiang GaoJing WuJohn GrundyXiao ChenChunyang ChenLi LiPublished in: CoRR (2023)
Keyphrases
- computational model
- partial information
- computer systems
- objective function
- missing information
- statistical model
- complex systems
- semantic description
- reasoning process
- final result
- formal model
- computational models
- prior information
- temporal information
- information retrieval
- information sources
- management system
- cost function
- parameter estimation
- contextual information
- context dependent
- private information
- statistical information
- domain knowledge
- prior knowledge
- artificial neural networks
- high level