Dataset

Customer Conversation

Model Name

Perplexity

Epsilon (ε)

ClearView OpenLlama 3B

1.16

NA

Masked OpenLlama 3B

2.83

NA

DPSGD OpenLlama 3B

4.87

1

SecureNLP OpenLlama 3B

4.49

1

ClearView OPT 2.7B

1.36

NA

Masked OPT 2.7B

2.65

NA

DPSGD OPT 2.7B

5.64

0.3

SecureNLP OPT 2.7B

5.34

0.3