2-1-initial-access-malware/Simulator/simulator.py

@@ -0,0 +1,49 @@
+import os
+import sys
+import time
+import pyautogui
+
+def open_excel_with_macros(file_path):
+    # Get the directory of the current script/executable
+    base_path = getattr(sys, '_MEIPASS', os.path.dirname(os.path.abspath(__file__)))
+    enable_button_image = os.path.join(base_path, 'enable_content.png')
+    
+    # Open Excel through the OS start menu or command line
+    os.startfile(file_path)
+    time.sleep(5)  # Wait for Excel to open
+
+    # Custom timeout mechanism to locate the 'Enable Content' button
+    timeout = 10  # 10 seconds timeout
+    start_time = time.time()
+    enable_button = None
+
+    while (time.time() - start_time) < timeout:
+        enable_button = pyautogui.locateCenterOnScreen(enable_button_image, confidence=0.8)
+        if enable_button:
+            pyautogui.click(enable_button)
+            break
+        time.sleep(1)  # Check every 1 second
+
+    if not enable_button:
+        print("Enable Content button not found, continuing...")
+
+    # Wait for any macros to finish running or other processing
+    time.sleep(10)  # Adjust time based on expected macro execution time
+    
+    # Close Excel without saving
+    pyautogui.hotkey('alt', 'f4')
+    time.sleep(1)
+    pyautogui.press('n')  # Press 'n' in response to Excel's save prompt
+
+def main():
+    directory = r'C:\Users\mariu\Desktop\Corpus'  # Adjust the path to your files
+    files = os.listdir(directory)
+    excel_files = [file for file in files if file.endswith(('.xlsx', '.xlsm'))]
+    
+    for file in excel_files:
+        full_path = os.path.join(directory, file)
+        open_excel_with_macros(full_path)
+        time.sleep(5)  # Adjust as needed between openings
+
+if __name__ == '__main__':
+    main()

3-2-test-corpus-initial-access-mw-and-3-3-simulator/Simulator/simulator.py

@@ -1,80 +0,0 @@
-import os
-import sys
-import time
-import pyautogui
-import win32gui
-import win32con
-
-def close_cmd_window():
-    def enum_windows_callback(hwnd, result):
-        window_title = win32gui.GetWindowText(hwnd).lower()
-        if (win32gui.IsWindowVisible(hwnd) and 
-            'cmd.exe' in window_title and 
-            'Anaconda' not in window_title):
-            win32gui.PostMessage(hwnd, win32con.WM_CLOSE, 0, 0)
-    
-    win32gui.EnumWindows(enum_windows_callback, None)
-
-def close_excel_without_saving():
-    pyautogui.hotkey('alt', 'f4')
-    time.sleep(1)
-    
-    # Try to locate and click the "Don't Save" button
-    try:
-        dont_save_button = pyautogui.locateOnScreen('dont_save_button.png', confidence=0.8)
-        if dont_save_button:
-            pyautogui.click(dont_save_button)
-            print("Clicked 'Don't Save' button")
-        else:
-            print("Save dialogue not found, Excel may have closed without prompting")
-    except pyautogui.ImageNotFoundException:
-        print("Save dialogue not found, Excel may have closed without prompting")
-
-def open_excel_with_macros(file_path):
-    # Get the directory of the current script/executable
-    base_path = getattr(sys, '_MEIPASS', os.path.dirname(os.path.abspath(__file__)))
-    enable_button_image = os.path.join(base_path, 'enable_content.png')
-    
-    # Open Excel through the OS start menu or command line
-    os.startfile(file_path)
-    time.sleep(5)  # Wait for Excel to open
-
-    # Custom timeout mechanism to locate the 'Enable Content' button
-    timeout = 10  # 10 seconds timeout
-    start_time = time.time()
-    enable_button = None
-
-    while (time.time() - start_time) < timeout:
-        try:
-            enable_button = pyautogui.locateCenterOnScreen(enable_button_image, confidence=0.8)
-            if enable_button:
-                pyautogui.click(enable_button)
-                break
-        except pyautogui.ImageNotFoundException:
-            pass
-        time.sleep(1)  # Check every 1 second
-
-    if not enable_button:
-        print("Enable Content button not found, continuing...")
-
-    # Wait for any macros to finish running or other processing
-    time.sleep(10)  # Adjust time based on expected macro execution time
-    
-    # Close Excel without saving
-    close_excel_without_saving()
-
-    # Close any cmd.exe windows that might have opened, except Anaconda prompt
-    close_cmd_window()
-
-def main():
-    directory = r'C:\Users\student\Desktop\Corpus'  # Adjust the path to your files
-    files = os.listdir(directory)
-    excel_files = [file for file in files if file.endswith(('.xlsx', '.xlsm'))]
-    
-    for file in excel_files:
-        full_path = os.path.join(directory, file)
-        open_excel_with_macros(full_path)
-        time.sleep(5)  # Adjust as needed between openings
-
-if __name__ == '__main__':
-    main()

README.md

@@ -1,5 +0,0 @@
-[![DOI](https://zenodo.org/badge/744004649.svg)](https://zenodo.org/doi/10.5281/zenodo.13208293)
-
-
-# Master Thesis: Development and Evaluation of Software for Forensic Log-Analysis Using Machine Learning and Genetic Programming
-

dependencies/install.sh

@@ -6,10 +6,6 @@ if [ -d "/content" ]; then
   echo "Installing dependencies"
   pip install -r "https://raw.githubusercontent.com/norandom/log2ml/main/dependencies/requirements.gpu.txt"
 
-  # https://docs.rapids.ai/deployment/stable/platforms/colab/
-  git clone https://github.com/rapidsai/rapidsai-csp-utils.git
-  python rapidsai-csp-utils/colab/pip-install.py
-
 else
   echo "This does not appear to be a Google Colab environment."
 fi

dependencies/install_cpu.sh

@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-
-if [[ "$(uname)" == "Darwin" ]] || [[ "$(uname)" == "Linux" ]]; then
-  echo "The CPU installation is starting (macOS, Linux)."
-
-  echo "Installing dependencies"
-  pip install -r "https://raw.githubusercontent.com/norandom/log2ml/main/dependencies/requirements.cgpu.txt"
-
-  echo "cuML will not be installed."
-
-else
-  echo "This does not appear to be a CPU environment."
-fi

dependencies/requirements.cpu.txt

@@ -1,29 +0,0 @@
-openai==1.13.3
-langchain==0.1.10
-python-dotenv==1.0.1
-tiktoken==0.6.0
-langchain_openai==0.0.8
-langchain_experimental==0.0.53
-langchainhub==0.1.14
-ipywidgets
-transformers==4.39.0
-torch==2.2.1+cpu
-torchvision==0.17.1+cpu
-torchaudio==2.2.1+cpu
-sentence-transformers==2.5.1
-faiss_cpu==1.8.0
-linformer-pytorch==0.19.3
-PyGithub==2.3.0
-deap==1.4.1
-update_checker==0.18.0
-scikit-mdr==0.4.5
-skrebate==0.62
-xgboost==2.0.3
-stopit==1.1.2
-tpot==0.12.2
-umap-learn==0.5.6
-tabulate==0.9.0
-onnx==1.16.1
-skl2onnx==1.17.0
-protobuf==3.20.3
-dill==0.3.8

dependencies/requirements.gpu.txt

@@ -22,8 +22,3 @@ xgboost==2.0.3
 stopit==1.1.2
 tpot==0.12.2
 umap-learn==0.5.6
-tabulate==0.9.0
-onnx==1.16.1
-skl2onnx==1.17.0
-protobuf==3.20.3
-dill==0.3.8