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ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets.
Ahmed Frikha
Nassim Walha
Ricardo Mendes
Krishna Kanth Nakka
Xue Jiang
Xuebing Zhou
Published in:
CoRR (2024)
Keyphrases
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fine tuning
viable alternative
fine tune
open source
database
benchmark datasets
privacy preserving
fine tuned
neural network
data mining
bayesian networks
uci machine learning repository
synthetic and real datasets
inference engine
belief networks
reverse engineering
random fields
email
information systems
data sets