most citedGranularity is crucial when applying differential privacy to text: An investigation for neural machine translation

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cs.CL2024★ 1 cited

Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation

Doan Nam Long Vu, Timour Igamberdiev, Ivan Habernal

Applying differential privacy (DP) by means of the DP-SGD algorithm to protect individual data points during training is becoming increasingly popular in NLP. However, the choice o…