LLM Privacy Benchmark

Model List

Enron dataset

• Lora, Llama2-7b
  • enron-llama2-7b-undefended
  • enron-llama2-7b-scrubbed
  • enron-llama2-7b-dp8
• Lora, Llama2-7b chat
  • enron-llama2-7b-chat-undefended
  • enron-llama2-7b-chat-scrubbed
  • enron-llama2-7b-chat-dp8
• Full finetuning, llama2-7b
  • llama-2-7B-enron-undefended 4epoch
  • llama-2-7B-enron-undefended 10epoch
  • llama-2-7B-enron-scrubbed 4epoch
  • llama-2-7B-enron-scrubbed 10 epoch

Echr dataset

• Lora, Llama2-7b
  • echr-llama2-7b-undefended
  • echr-llama2-7b-scrubbed
  • echr-llama2-7b-dp8
• Lora, Llama2-7b chat
  • echr-llama2-7b-chat-undefended
  • echr-llama2-7b-chat-scrubbed
  • echr-llama2-7b-chat-dp8
• Full finetuning, llama2-7b
  • llama-2-7B-echr-undefended 4epoch
  • llama-2-7B-echr-undefended 10epoch
  • llama-2-7B-echr-scrubbed 4epoch
  • llama-2-7B-echr-scrubbed 10 epoch