diff --git a/detection/backdoor_detection.py b/detection/backdoor_detection.py
index afca29b..f5139ae 100644
--- a/detection/backdoor_detection.py
+++ b/detection/backdoor_detection.py
@@ -1,21 +1,13 @@
-"""
-Usage: python backdoor_detection.py your_file_path
-"""
-
+import os
 import re
-from typing import List, Tuple, Dict
 import sys
+from typing import Dict, List, Tuple
+
+SUPPORTED_EXTENSIONS = {".py", ".js", ".cpp"}
+OUTPUT_FORMATS = ["html", "md", "txt"]
 
 
 def read_file_content(file_path: str) -> str:
-    """
-    Reads and returns the content of a specified file. Exits the program with an error if the file does not exist or cannot be read.
-
-    :param file_path: The full path to the file.
-    :return: The text content of the file.
-    :raises FileNotFoundError: If the file does not exist.
-    :raises IOError: If the file cannot be read.
-    """
     try:
         with open(file_path, "r", encoding="utf-8") as file:
             return file.read()
@@ -27,61 +19,150 @@ def read_file_content(file_path: str) -> str:
         sys.exit(1)
 
 
-def find_dangerous_functions(file_content: str) -> Dict[str, List[Tuple[int, str]]]:
-    """
-    Searches the given code text for potentially dangerous function calls and classifies results by risk level.
-    Ignores comments in the code.
+def remove_comments(code: str, extension: str) -> str:
+    if extension == ".py":
+        return code.split("#")[0].strip()
+    elif extension in {".js", ".cpp"}:
+        code = re.sub(r"//.*", "", code)
+        code = re.sub(r"/\*.*?\*/", "", code, flags=re.DOTALL)
+        return code.strip()
+    return code.strip()
 
-    :param file_content: String content of the code file.
-    :return: Dictionary with risk levels as keys and lists of tuples (line number, matched line content) as values.
-    """
-    # Define dangerous functions and their risk levels
-    patterns: Dict[str, str] = {
-        r"\bsystem\(": "high",
-        r"\bexec\(": "high",
-        r"\bpopen\(": "medium",
-        r"\beval\(": "high",
-        r"\bsubprocess\.run\(": "medium",
+
+def find_dangerous_functions(
+    file_content: str, file_extension: str
+) -> Dict[str, List[Tuple[int, str]]]:
+    patterns = {
+        ".py": {
+            r"\bsystem\(": "high",
+            r"\bexec\(": "high",
+            r"\bpopen\(": "medium",
+            r"\beval\(": "high",
+            r"\bsubprocess\.run\(": "medium",
+        },
+        ".js": {
+            r"\beval\(": "high",
+            r"\bexec\(": "high",
+            r"\bchild_process\.exec\(": "high",
+        },
+        ".cpp": {
+            r"\bsystem\(": "high",
+        },
     }
-    # Store results classified by risk level
-    classified_results = {"high": [], "medium": [], "low": []}
+    risk_patterns = patterns.get(file_extension, {})
+    classified_results = {"high": [], "medium": [], "low": [], "none": []}
     for line_number, line in enumerate(file_content.split("\n"), start=1):
-        # Remove comments from the line
-        clean_line = line.split("#")[0].strip()
-        if not clean_line:  # Skip empty or comment-only lines
+        clean_line = remove_comments(line, file_extension)
+        if not clean_line:
             continue
         found = False
-        for pattern, risk_level in patterns.items():
+        for pattern, risk_level in risk_patterns.items():
             if re.search(pattern, clean_line):
                 classified_results[risk_level].append((line_number, clean_line))
                 found = True
-                break  # Stop checking other patterns once a match is found
+                break
+        if not found:
+            classified_results["none"].append((line_number, clean_line))
     return classified_results
 
 
-def main(file_path: str):
-    """
-    Main function that reads file content, checks for dangerous functions, and outputs classified results by risk level.
+def output_results(
+    results: Dict[str, List[Tuple[int, str]]], output_format: str, file_path: str
+):
+    # Create the 'results' directory if it does not exist
+    results_dir = "../results"
+    if not os.path.exists(results_dir):
+        os.makedirs(results_dir)
 
-    :param file_path: File path input from the command line.
-    """
-    file_content = read_file_content(file_path)
-    classified_dangerous = find_dangerous_functions(file_content)
-    for risk_level in [
-        "high",
-        "medium",
-    ]:  # Only iterate over high and medium risk levels
-        occurrences = classified_dangerous[risk_level]
-        if occurrences:
-            print(f"Dangerous functions found at risk level {risk_level}:")
-            for line_num, func in occurrences:
-                print(f"  Line {line_num}: {func}")
+    base_name = os.path.basename(file_path)
+    output_file = os.path.join(
+        results_dir, f"{os.path.splitext(base_name)[0]}.{output_format}"
+    )
+
+    if output_format == "html":
+        output_html(results, output_file)
+    elif output_format == "md":
+        output_markdown(results, output_file)
+    elif output_format == "txt":
+        output_text(results, output_file)
+
+
+def output_html(results: Dict[str, List[Tuple[int, str]]], file_name: str):
+    html_output = f"<html><head><title>Analysis of {file_name}</title></head><body>"
+    html_output += "<h1>Security Analysis Report</h1>"
+    for risk_level, entries in results.items():
+        html_output += f"<h2>{risk_level.capitalize()} Risk</h2><ul>"
+        for line_num, line in entries:
+            html_output += f"<li>Line {line_num}: {line}</li>"
+        html_output += "</ul>"
+    html_output += "</body></html>"
+    with open(file_name, "w") as file:
+        file.write(html_output)
+
+
+def output_markdown(results: Dict[str, List[Tuple[int, str]]], file_name: str):
+    md_output = f"# Security Analysis Report for {file_name}\n"
+    for risk_level, entries in results.items():
+        md_output += f"## {risk_level.capitalize()} Risk\n"
+        for line_num, line in entries:
+            md_output += f"- Line {line_num}: {line}\n"
+    with open(file_name, "w") as file:
+        file.write(md_output)
+
+
+def output_text(results: Dict[str, List[Tuple[int, str]]], file_name: str):
+    text_output = f"Security Analysis Report for {file_name}\n"
+    for risk_level, entries in results.items():
+        text_output += f"{risk_level.capitalize()} Risk:\n"
+        for line_num, line in entries:
+            text_output += f"  Line {line_num}: {line}\n"
+    with open(file_name, "w") as file:
+        file.write(text_output)
+
+
+def process_path(path: str, output_format: str):
+    if os.path.isdir(path):
+        for root, dirs, files in os.walk(path):
+            for file in files:
+                file_extension = os.path.splitext(file)[1]
+                if file_extension in SUPPORTED_EXTENSIONS:
+                    file_path = os.path.join(root, file)
+                    print(f"Processing {file_path}...")
+                    file_results = find_dangerous_functions(
+                        read_file_content(file_path), file_extension
+                    )
+                    output_results(file_results, output_format, file_path)
+    elif os.path.isfile(path):
+        file_extension = os.path.splitext(path)[1]
+        if file_extension in SUPPORTED_EXTENSIONS:
+            file_results = find_dangerous_functions(
+                read_file_content(path), file_extension
+            )
+            output_results(file_results, output_format, path)
         else:
-            print(f"No dangerous functions found at risk level {risk_level}.")
+            print("Unsupported file type.")
+    else:
+        print("Invalid path.")
+        sys.exit(1)
+
+
+def test():
+    print("hello world")
+
+
+def main():
+    if len(sys.argv) < 3:
+        print("Usage: python backdoor_detection.py <path> <output_format>")
+        sys.exit(1)
+    path = sys.argv[1]
+    output_format = sys.argv[2]
+    if output_format not in OUTPUT_FORMATS:
+        print(
+            f"Unsupported output format. Supported formats are: {', '.join(OUTPUT_FORMATS)}"
+        )
+        sys.exit(1)
+    process_path(path, output_format)
 
 
 if __name__ == "__main__":
-    if len(sys.argv) < 2:
-        print("Usage: python script.py <file_path>")
-        sys.exit(1)
-    main(sys.argv[1])
+    main()