property inference

Manipulating Transfer Learning for Property Inference

We introduce a method to manipulate neuron activations while pre-training models, allowing highly successful inference of sensitive properties of the victim’s downstream training data.

Yulong Tian, Fnu Suya, Anshuman Suri, Fengyuan Xu, David Evans

Manipulating Transfer Learning for Property Inference

We introduce a method to manipulate neuron activations while pre-training models, allowing highly successful inference of sensitive properties of the victim’s downstream training data.

Yulong Tian, Fnu Suya, Anshuman Suri, Fengyuan Xu, David Evans

Last updated on Nov 27, 2023