fix: fix some error
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610e35f868
commit
fd4ecce710
@ -25,7 +25,7 @@ def clone_repo(repo_url: str, clone_dir: str) -> None:
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def inject_random_backdoor(
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def inject_random_backdoor(
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path: str, pickle: bool = False, pyc: bool = False, sample_rate: float = 0.1
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path: str, sample_rate: float = 0.1
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) -> Tuple[Tuple[str, int], ...]:
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) -> Tuple[Tuple[str, int], ...]:
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"""
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"""
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Insert random backdoor into the path.
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Insert random backdoor into the path.
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@ -35,11 +35,6 @@ def inject_random_backdoor(
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pickle (bool): Whether to insert a backdoor into a pickle file.
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pickle (bool): Whether to insert a backdoor into a pickle file.
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pyc (bool): Whether to insert a backdoor into a compiled Python file.
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pyc (bool): Whether to insert a backdoor into a compiled Python file.
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"""
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"""
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if pickle:
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inject_pickle_backdoor(path)
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if pyc:
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inject_pyc_backdoor(path)
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project_path = Path(path)
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project_path = Path(path)
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all_python_files = list(project_path.rglob("*.py"))
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all_python_files = list(project_path.rglob("*.py"))
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injected_python_files = []
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injected_python_files = []
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@ -187,4 +182,5 @@ if __name__ == "__main__":
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repo_url = "https://github.com/TheAlgorithms/Python.git"
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repo_url = "https://github.com/TheAlgorithms/Python.git"
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clone_dir = "/tmp/repo"
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clone_dir = "/tmp/repo"
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clone_repo(repo_url, clone_dir)
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clone_repo(repo_url, clone_dir)
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inject_random_backdoor(clone_dir, pickle=True, pyc=True)
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inject_random_backdoor(clone_dir)
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inject_pickle_backdoor(clone_dir)
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@ -5,7 +5,13 @@ import os
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import threading
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import threading
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from detection.utils import read_file_content
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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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from .final_tests_util import (
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clone_repo,
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Path,
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inject_pickle_backdoor,
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inject_random_backdoor,
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inject_pyc_backdoor,
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)
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from detection.Regexdetection import find_dangerous_functions
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from detection.Regexdetection import find_dangerous_functions
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from detection.GPTdetection import detectGPT
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from detection.GPTdetection import detectGPT
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@ -23,12 +29,14 @@ def GPTdetectFileList(fileList):
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thread.join()
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thread.join()
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return results
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return results
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def GPTThread(content, results):
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def GPTThread(content, results):
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try:
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try:
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results.append(detectGPT(content))
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results.append(detectGPT(content))
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except Exception as e:
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except Exception as e:
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print(e)
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print(e)
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class TestFinalTests(unittest.TestCase):
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class TestFinalTests(unittest.TestCase):
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def setUp(self) -> None:
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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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@ -37,21 +45,21 @@ class TestFinalTests(unittest.TestCase):
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clone_repo("https://github.com/TheAlgorithms/Python.git", "/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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shutil.copytree("/tmp/Python", self.path)
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sampleRate = 0.1
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sampleRate = 0.1
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self.inject_result = inject_random_backdoor(
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self.inject_result = inject_random_backdoor(self.path, sample_rate=sampleRate)
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self.path, sample_rate=sampleRate, pyc=True, pickle=True
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self.pickle_true_num = inject_pickle_backdoor(self.path)
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)
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self.pyc_true_num = inject_pyc_backdoor(self.path)
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self.injectedNum = len(self.inject_result)
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self.injectedNum = len(self.inject_result)
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print(self.injectedNum)
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print(self.injectedNum)
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project_path = Path(self.path)
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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.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.py_files_num = len(self.all_python_files)
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all_pickle_files = list(project_path.rglob("*.pickle"))
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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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self.pickle_files_num = len(all_pickle_files)
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all_pyc_files = list(project_path.rglob("*.pyc"))
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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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self.pyc_files_num = len(all_pyc_files)
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os.system(
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os.system(
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"python -m detection " + self.path + " -o " + self.path + "output.txt"
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"python -m detection " + self.path + " -o " + self.path + "output.txt"
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@ -71,7 +79,7 @@ class TestFinalTests(unittest.TestCase):
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):
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):
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detectedNum += 1
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detectedNum += 1
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possibly_dangerous_file.append(file)
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possibly_dangerous_file.append(file)
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print(detectedNum / self.py_filesNum)
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print(detectedNum / self.py_files_num)
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GPTdetectedNum = 0
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GPTdetectedNum = 0
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for i in possibly_dangerous_file:
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for i in possibly_dangerous_file:
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@ -100,12 +108,16 @@ class TestFinalTests(unittest.TestCase):
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injected_detectedNum += 1
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injected_detectedNum += 1
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injected_accurency = injected_detectedNum / self.injectedNum
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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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print(f"injected files accurency: {injected_accurency}")
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GPTresult = GPTdetectFileList(possibly_dangerous_file)
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try:
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for result in GPTresult:
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GPTresult = GPTdetectFileList(possibly_dangerous_file)
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if len(result) > 0:
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for result in GPTresult:
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GPTdetectedNum += 1
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if len(result) > 0:
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print(GPTdetectedNum)
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GPTdetectedNum += 1
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self.assertGreaterEqual(GPTdetectedNum, detectedNum)
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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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pass
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# test pickle files
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# test pickle files
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with open(self.path + "output.txt", "r") as f:
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with open(self.path + "output.txt", "r") as f:
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@ -114,7 +126,7 @@ class TestFinalTests(unittest.TestCase):
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for line in lines:
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for line in lines:
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if "pickle" in line:
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if "pickle" in line:
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pickle_detectedNum += 1
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pickle_detectedNum += 1
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pickle_accurency = pickle_detectedNum / self.pickle_filesNum
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pickle_accurency = pickle_detectedNum / self.pickle_files_num
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print(f"pickle files accurency: {pickle_accurency}")
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print(f"pickle files accurency: {pickle_accurency}")
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# test pyc files
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# test pyc files
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@ -124,7 +136,7 @@ class TestFinalTests(unittest.TestCase):
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for line in lines:
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for line in lines:
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if "pyc" in line:
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if "pyc" in line:
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pyc_detectedNum += 1
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pyc_detectedNum += 1
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pyc_accurency = pyc_detectedNum / self.pyc_filesNum
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pyc_accurency = pyc_detectedNum / self.pyc_files_num
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print(f"pyc files accurency: {pyc_accurency}")
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print(f"pyc files accurency: {pyc_accurency}")
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