Cybernetic Sentinels: Unveiling the Impact of Safety Data Selection on Model Security in Supervised Fine-Tuning.
Ruihui WangHongying HeYuan SunPublished in: ICIC (LNAI 3) (2024)
Keyphrases
- fine tuning
- simulation data
- experimental data
- data collection
- measured data
- statistical methods
- test data
- prior knowledge
- probability distribution
- input data
- image data
- data sets
- network structure
- data processing
- knowledge discovery
- formal model
- computational model
- mathematical model
- end users
- data privacy
- sensitive data
- original data
- machine learning
- high level
- computer systems
- data analysis
- missing data
- learning algorithm
- intrusion detection
- cloud computing
- em algorithm
- data sources
- data mining
- data integrity
- neural network
- database