hurricahjz / pii_results

This repository is used for storing models and results from the [CSIRO summer internship project](https://github.com/HurricaHjz/analysing_pii_leakage)

pii_results

This repository is used for storing models and results from the CSIRO summer internship project

ECHR Models:

All the models here are fine-tuned using the ECHR dataset

GPT2:

Fine-tuned the pretrained GPT2 model

MG01:

Configuration: undefended model trained on 30% of the original dataset

Performances：
extraction 2500:

extraction 15000:

inference:

MG02:

Configuration: undefended model trained on 100% of the original dataset

Performances：
extraction 2500:

extraction 15000:

inference:

MG03:

Configuration: dp-8 model trained on 100% of the original dataset

Performances：
extraction 2500:

extraction 15000:

inference:

BERT:

Fine-tuned the pretrained Bert model