sangge/BackDoorBuster
sangge/BackDoorBuster
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fix: 添加容错代码
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sangge-redmi 2024-04-29 11:52:46 +08:00
parent 7a420b9bf8
commit d771976b35
2 changed files with 18 additions and 2 deletions
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5
detection/GPTdetection.py
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@ -5,7 +5,10 @@ import openai
def detectGPT(content: str): def detectGPT(content: str):
client = openai.OpenAI(api_key=os.environ.get("OPENAI_API_KEY")) api_key = os.getenv("OPENAI_API_KEY")
if api_key is None:
raise ValueError("env OPENAI_API_KEY no set")
client = openai.OpenAI(api_key=api_key)
text = content text = content
# client = openai.OpenAI(api_key="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") #测试用key # client = openai.OpenAI(api_key="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") #测试用key
response = client.chat.completions.create( response = client.chat.completions.create(

15
tests/test_backdoor_detection.py
View File

@ -1,7 +1,9 @@
import unittest import unittest
import warnings
from detection.backdoor_detection import find_dangerous_functions from detection.backdoor_detection import find_dangerous_functions
from detection.GPTdetection import * from detection.GPTdetection import detectGPT
import os
class TestBackdoorDetection(unittest.TestCase): class TestBackdoorDetection(unittest.TestCase):
@ -57,6 +59,9 @@ class TestBackdoorDetection(unittest.TestCase):
) )
def test_gpt_risk_detection(self): def test_gpt_risk_detection(self):
if os.getenv("OPENAI_API_KEY") is None:
warnings.warn("OPENAI_API_KEY is not set, test skipped.", UserWarning)
self.skipTest("OPENAI_API_KEY is not set")
content = """import os content = """import os
os.system('rm -rf /') # high risk os.system('rm -rf /') # high risk
exec('print("Hello")') # high risk exec('print("Hello")') # high risk
@ -66,6 +71,9 @@ class TestBackdoorDetection(unittest.TestCase):
self.assertEqual(len(results["high"]), 3) self.assertEqual(len(results["high"]), 3)
def test_gpt_no_risk_detection(self): def test_gpt_no_risk_detection(self):
if os.getenv("OPENAI_API_KEY") is None:
warnings.warn("OPENAI_API_KEY is not set, test skipped.", UserWarning)
self.skipTest("OPENAI_API_KEY is not set")
content = """a = 10 content = """a = 10
b = a + 5 b = a + 5
print('This should not be detected as risky.') print('This should not be detected as risky.')
@ -75,6 +83,11 @@ class TestBackdoorDetection(unittest.TestCase):
self.assertEqual(len(results["medium"]), 0) self.assertEqual(len(results["medium"]), 0)
self.assertEqual(len(results["low"]), 0) self.assertEqual(len(results["low"]), 0)
def test_gpt_env_no_set(self):
content = "print('test test')"
with self.assertRaises(ValueError):
detectGPT(content)
if __name__ == "__main__": if __name__ == "__main__":
unittest.main() unittest.main()