By: Nuo Xu (Lehigh University), Qi Liu (Lehigh University), Wujie Wen (Lehigh University)
Stage: ML Model Training
This is a quantized correlation encoding attack flow from an adversary perspective. The tool can encode users’ training data into the model parameters with high quality, even on the extremely quantized DNN models, without compromising model accuracy.
- Input: Target dataset, model structure, and quantization bit number
- Output: Quantized training model with target data encoded
Python, TensorFlow, Theano