Adversarial Attacks on Large Language Model-Based System and Mitigating Strategies: A Case Study on ChatGPT

Table 2

Hyperparameters.

Hyperparameter	Value
Model	RoBERTa-based method
Optimizer	AdamW
Learning rate	2e−5
Detection epsilon	1e−8
Weight decay	1e−4