feat: update test case
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@ -3,9 +3,8 @@ from git import Repo # type: ignore
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import random
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from pathlib import Path
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import pickle
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import marshal
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import importlib.util
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import os
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import py_compile
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def clone_repo(repo_url: str, clone_dir: str) -> None:
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@ -175,20 +174,13 @@ def inject_pyc_backdoor(root_path: str) -> None:
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for path in paths:
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backdoor_id = random.randrange(0, len(backdoors))
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backdoor = backdoors[backdoor_id]
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filename = os.path.join(path, f"backdoor{backdoor_id}.pyc")
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py_filename = os.path.join(path, f"backdoor{backdoor_id}.py")
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pyc_filename = os.path.join(path, f"backdoor{backdoor_id}.pyc")
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with open(py_filename, "w") as f:
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f.write(backdoor)
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# Compile the string to a code object
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code = compile(backdoor, filename, "exec")
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# Create a code object header
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header = importlib.util.MAGIC_NUMBER
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if hasattr(importlib.util, "SOURCE_SUFFIXES"):
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header += b"\x00" * 4
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# Write the .pyc file
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with open(filename, "wb") as file:
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file.write(header)
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marshal.dump(code, file)
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py_compile.compile(py_filename, cfile=pyc_filename)
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os.remove(py_filename)
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if __name__ == "__main__":
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@ -1,5 +1,6 @@
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import unittest
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import shutil
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import os
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from detection.utils import read_file_content
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from .final_tests_util import clone_repo, Path, inject_random_backdoor
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@ -9,21 +10,34 @@ from detection.GPTdetection import detectGPT
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class TestFinalTests(unittest.TestCase):
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def setUp(self) -> None:
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self.path = "./tmp/repo"
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self.path = "./tmp/repo/"
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shutil.rmtree(self.path, ignore_errors=True)
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clone_repo("https://github.com/injetlee/Python.git", self.path)
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if not os.path.exists("/tmp/Python/"):
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clone_repo("https://github.com/TheAlgorithms/Python.git", "/tmp/Python")
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shutil.copytree("/tmp/Python", self.path)
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sampleRate = 0.1
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self.inject_reslt = inject_random_backdoor(self.path, sample_rate=sampleRate)
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self.injectedNum = len(self.inject_reslt)
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self.inject_result = inject_random_backdoor(
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self.path, sample_rate=sampleRate, pyc=True, pickle=True
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)
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self.injectedNum = len(self.inject_result)
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print(self.injectedNum)
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project_path = Path(self.path)
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self.all_python_files = list(project_path.rglob("*.py"))
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self.py_filesNum = len(self.all_python_files)
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self.trueRate = self.injectedNum / self.py_filesNum
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print(self.trueRate)
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# test backdoor code in python files
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all_pickle_files = list(project_path.rglob("*.pickle"))
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self.pickle_filesNum = len(all_pickle_files)
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all_pyc_files = list(project_path.rglob("*.pyc"))
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self.pyc_filesNum = len(all_pyc_files)
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os.system(
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"python -m detection " + self.path + " -o " + self.path + "output.txt"
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)
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def test_final_tests_pycode(self):
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# test backdoor code in python files
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detectedNum = 0
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possibly_dangerous_file = []
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for file in self.all_python_files:
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@ -37,7 +51,6 @@ class TestFinalTests(unittest.TestCase):
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detectedNum += 1
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possibly_dangerous_file.append(file)
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print(detectedNum / self.py_filesNum)
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self.assertAlmostEqual(detectedNum, self.py_filesNum, places=1)
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GPTdetectedNum = 0
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for i in possibly_dangerous_file:
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@ -52,21 +65,40 @@ class TestFinalTests(unittest.TestCase):
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):
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GPTdetectedNum += 1
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print(GPTdetectedNum)
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self.assertGreaterEqual(GPTdetectedNum, detectedNum)
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except Exception as e:
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print(e)
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# print(e)
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pass
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# test injected code
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with open(self.path + "output.txt", "r") as f:
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lines = f.readlines()
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injected_detectedNum = 0
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for line in lines:
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if "py:" in line:
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injected_detectedNum += 1
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injected_accurency = injected_detectedNum / self.injectedNum
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print(f"injected files accurency: {injected_accurency}")
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# test pickle files
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pickle_detectedNum = 0
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pickle_tureNum = len(list(Path(self.path).glob("*.pickle")))
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self.assertAlmostEqual(pickle_detectedNum, pickle_tureNum, places=1)
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with open(self.path + "output.txt", "r") as f:
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lines = f.readlines()
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pickle_detectedNum = 0
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for line in lines:
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if "pickle" in line:
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pickle_detectedNum += 1
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pickle_accurency = pickle_detectedNum / self.pickle_filesNum
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print(f"pickle files accurency: {pickle_accurency}")
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# test pyc files
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pyc_detectedNum = 0
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pyc_tureNum = len(list(Path(self.path).glob("*.pyc")))
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self.assertAlmostEqual(pyc_detectedNum, pyc_tureNum, places=1)
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with open(self.path + "output.txt", "r") as f:
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lines = f.readlines()
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pyc_detectedNum = 0
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for line in lines:
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if "pyc" in line:
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pyc_detectedNum += 1
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pyc_accurency = pyc_detectedNum / self.pyc_filesNum
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print(f"pyc files accurency: {pyc_accurency}")
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if __name__ == "__main__":
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