Navid Tavanapour

27 papers C 3Journal 4Unranked 20
YearRankTypeTitle / Venue / Authors
2024 conf
ECIS
Marten Borchers, Thu-Bao Cao, Navid Tavanapour, Eva A. C. Bittner
2024 J jnl
Proc. ACM Hum. Comput. Interact.
Marten Borchers, Daria Soroko, Navid Tavanapour, Eva A. C. Bittner
2024 conf
HICSS
Navid Tavanapour, Maren Gierlich-Joas
2024 conf
DESRIST
Marten Borchers, Maren Gierlich-Joas, Navid Tavanapour, Eva A. C. Bittner
2023 C conf
ICIS
Constantin von Brackel-Schmidt, Emir Kucevic, Lucas Memmert, Navid Tavanapour, Izabel Cvetkovic, Eva A. C. Bittner, Tilo Böhmann
2023 C conf
ICIS
Izabel Cvetkovic, Maren Gierlich-Joas, Navid Tavanapour, Nicole Debowski-Weimann, Eva A. C. Bittner
2023 conf
HICSS
Marten Borchers, Navid Tavanapour, Eva A. C. Bittner
2023 conf
HICSS
Marten Borchers, Navid Tavanapour, Eva A. C. Bittner
2023 conf
ECIS
Lucas Memmert, Navid Tavanapour
2022 conf
PACIS
Nicole Debowski, Navid Tavanapour, Eva A. C. Bittner
2022 J jnl
Inf. Syst. Frontiers
Mathis Poser, Gerrit C. Küstermann, Navid Tavanapour, Eva A. C. Bittner
2022 conf
HICSS
Nicole Debowski, Navid Tavanapour, Eva A. C. Bittner
2022 conf
PACIS
Marten Borchers, Navid Tavanapour, Eva A. C. Bittner
2022 conf
Wirtschaftsinformatik
Nicole Debowski, Navid Tavanapour, Eva A. C. Bittner
2021 J jnl
Inform. Spektrum
Marcel Brandt, Philipp Bader, Navid Tavanapour
2021 J jnl
Inform. Spektrum
Nicole Debowski, Navid Tavanapour, Eva A. C. Bittner
2021 conf
HICSS
Christina Wiethof, Navid Tavanapour, Eva A. C. Bittner
2020 conf
HCI (26)
Navid Tavanapour, Daphne Theodorakopoulos, Eva A. C. Bittner
2020 conf
ECIS
Christina Wiethof, Navid Tavanapour, Eva A. C. Bittner
2019 conf
HCI (24)
Navid Tavanapour, Eva A. C. Bittner
2019 conf
ECIS
Navid Tavanapour, Mathis Poser, Eva A. C. Bittner
2019 conf
AMCIS
Navid Tavanapour, Eva A. C. Bittner, Marc Brügger
2019 conf
HCI (26)
Navid Tavanapour, Eva A. C. Bittner
2019 conf
AMCIS
Gerrit C. Küstermann, Eva A. C. Bittner, Navid Tavanapour
2018 C conf
ICIS
Navid Tavanapour, Eva A. C. Bittner
2018 conf
ECIS
Navid Tavanapour, Eva A. C. Bittner
2017 conf
HICSS
Navid Tavanapour, Eva Alice Christiane Bittner
redb/utils/sort_files_by_type.py
← Index redb/utils/sort_files_by_type.py python
import os
import sys
from collections import defaultdict
import tempfile
from magika import Magika
import py7zr
import pyzipper
import shutil

"""
This script is used to sort files by their type. 
It reads all the files in the provided directory and splits them into different 
directories based on their type. Mainly, it classifies the files into the following types:
- PE Binaries
- Mach-O Binaries
- ELF Binaries
- APK 
- Other Files

It outputs the count of files for each file extension and file type.

Command line example:
nohup python3 sort_files_by_type.py /mnt/samples/consilience/malware/vx-bazaar-expanded/Bazaar.2020.12 \
    /mnt/samples/consilience/malware/_sorted_samples/vx-bazaar/2020/ > \
    /mnt/samples/consilience/malware/ops-logs/20241014-SORT_FILES-bazaar_2020.12.output.log 2>&1 &
"""


def process_zip_file(filepath):
    print(f"[INFO] - Processing zip file: {filepath}")
    with tempfile.TemporaryDirectory() as temp_dir:
        try:
            with pyzipper.AESZipFile(filepath) as zf:
                zf.pwd = b"infected"
                filename = zf.namelist()[0]
                zf.extractall(temp_dir)
                extracted_zip_path = os.path.join(temp_dir, filename)
                return process_binary_file(extracted_zip_path)
        except Exception as e:
            print(f"[ERR] - Error processing zip file {filepath}: {str(e)}")
            return None


def process_7z_file(filepath):
    print(f"[INFO] - Processing 7z file: {filepath}")
    with tempfile.TemporaryDirectory() as temp_dir:
        try:
            with py7zr.SevenZipFile(filepath, mode="r", password="infected") as z:
                z.extractall(path=temp_dir)
                for root, _, files in os.walk(temp_dir):
                    for file in files:
                        extracted_file_path = os.path.join(root, file)
                        return process_binary_file(extracted_file_path)
        except Exception as e:
            print(f"[ERR] - Error processing 7z file {filepath}: {str(e)}")
            return None


def process_binary_file(filepath):
    print(f"[INFO] - Processing binary file: {filepath}")
    try:
        with open(filepath, "rb") as f:
            data = f.read(512 * 1024)  # 512KB
        return Magika().identify_bytes(data).output.ct_label
    except Exception as e:
        print(f"[ERR] - Error processing binary file {filepath}: {str(e)}")
        return "ERROR"


def count_file_extensions(path, dest_dir):
    # A defaultdict to store file extension counts
    extension_count = defaultdict(int)
    filetype_count = defaultdict(int)
    tot_files = 0

    # Walk through the directory
    for root, dirs, files in os.walk(path):
        for file in files:
            if file.startswith("."):
                continue

            tot_files += 1
            # Split the file extension from the file name
            _, ext = os.path.splitext(file)
            ext = ext.lower()

            # Count the extensions
            extension_count[ext] += 1
            filepath = os.path.join(root, file)
            filetype = ""

            if ext == ".7z":
                filetype = process_7z_file(filepath)
            elif ext == ".zip":
                filetype = process_zip_file(filepath)
            else:
                filetype = process_binary_file(filepath)

            filetype_count[filetype] += 1

            if filetype == "pebin":
                dest = os.path.join(dest_dir, "pebin")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "macho":
                dest = os.path.join(dest_dir, "macho")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "elf":
                dest = os.path.join(dest_dir, "elf")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            elif filetype == "apk":
                dest = os.path.join(dest_dir, "apk")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            else:
                dest = os.path.join(dest_dir, "other")
                os.makedirs(dest, exist_ok=True)
                shutil.copy2(filepath, os.path.join(dest, file))
            print(f"[STATUS] - Progres: {tot_files}/{len(files)} files processed")

    # Print the results
    # print("- File Extension Statistics:")
    # for ext, count in extension_count.items():
    #     if ext:  # To exclude files with no extension
    #         print(f"\t{ext}: {count} files")

    # if "" in extension_count:
    #     print(f'\t{extension_count[""]} files with no extension')

    print(f"- Total Number of Files: {tot_files}")
    print("\n- File Type Statistics:")
    for filetype, count in sorted(filetype_count.items()):
        print(f"\t{filetype:<15}{count:>8}")


if __name__ == "__main__":
    # Check if the path was passed as a command-line argument
    if len(sys.argv) != 3:
        print("Usage: python3 script.py <input_path> <dest_dir>")
        sys.exit(1)

    # Get the path from the command-line arguments
    input_path = sys.argv[1]
    dest_dir = sys.argv[2]

    # Check if the provided path is valid
    if not os.path.isdir(input_path):
        print(f"The path '{input_path}' is not a valid directory.")
        sys.exit(1)

    # Call the function to count file extensions
    count_file_extensions(input_path, dest_dir)