Efficient Privacy-Preserving Multi-Party Deduplication (EP-MPD)

This repository contains the source code to our paper Privacy-Preserving Data Deduplication for Enhancing Federated Learning of Language Models.

More details are forthcoming.

Citation

@misc{abadi2024privacypreservingdatadeduplicationenhancing,
      title={Privacy-Preserving Data Deduplication for Enhancing Federated Learning of Language Models}, 
      author={Aydin Abadi and Vishnu Asutosh Dasu and Sumanta Sarkar},
      year={2024},
      eprint={2407.08152},
      archivePrefix={arXiv},
      primaryClass={cs.CR},
      url={https://arxiv.org/abs/2407.08152}, 
}