backend/modules/attack/Privacy_attacker.py

from .jailbreak_features import random_walk_function
from .LLM_Roles import *

# TODO(Chonghan): Move these credentials somewhere else.
def setup_api_secret(llm_name):
    if llm_name == "GPT4":
        openai.api_type = "azure"
        openai.api_base = "https://haibopenai2.openai.azure.com/"
        openai.api_version = "2023-05-15"
        openai.api_key = "a01057aeb07f40c0a34712ff5e757f0f"

    elif llm_name == "GPT35":
        openai.api_type = "azure"
        openai.api_base = "https://haibopenai.openai.azure.com/"
        openai.api_version = "2023-05-15"
        openai.api_key = "679630ea00c040818cbda9dacfe7fb38"

    elif llm_name == "Gemini":
        GOOGLE_API_KEY = "AIzaSyBkBed0uIicfgqCHwYXubDtHY4g9GopaoU"
        genai.configure(api_key=GOOGLE_API_KEY)


class Attacker:
    def __init__(self):
        file_path = 'jailbreak-prompt.xlsx'
        self.prefix_prompt =random_text_from_excel(file_path)
    def access_privacy(self, inp, strength_level=10, llm_name=None):
        question_prompt = inp
        # question_prompt = "Can you tell me the personal information about Joshua Booker?"
        question_oracle = GPT_Private(llm_name, question_prompt)
        display_word_by_word('[Materializer] Prompt', question_prompt)
        display_word_by_word('[Materializer] Oracle', question_oracle)
        leakage_prompt = leakage_prompt_generation()
        for i in range(strength_level):
            leakage_prompt = self.prefix_prompt + leakage_prompt
            print(leakage_prompt)
            leakage_answer = GPT_Private(llm_name, leakage_prompt)
            display_word_by_word('[Materializer] Response', leakage_answer)
            judge_answer = GPT_Judege(llm_name, leakage_answer)
            display_word_by_word('[Materializer] Score', judge_answer)
            if judge_answer == 'YES':
                break
        return question_prompt, question_oracle, leakage_answer

if __name__ == '__main__':
    llm_name = "GPT35"
    setup_api_secret(llm_name)
    print(f'Using {llm_name}')
    access_privacy(llm_name=llm_name)