Katharina Simbeck

47 papers A 1B 1Misc 1Journal 11Unranked 33
YearRankTypeTitle / Venue / Authors
2025 conf
CSEDU (1)
Sophie Schauer, Katharina Simbeck, Niels Pinkwart
2025 conf
CSEDU (2)
Linda Fernsel, Yannick Kalff, Katharina Simbeck
2025 J jnl
CoRR
Yannick Kalff, Katharina Simbeck
2025 J jnl
CoRR
Mariam Mahran, Katharina Simbeck
2025 conf
CSEDU (1)
Sophie Schauer, Katharina Simbeck, Leon Schüßler
2025 conf
edu4AI@ECAI
Mariam Mahran, Katharina Simbeck
2025 J jnl
CoRR
Mariam Mahran, Katharina Simbeck
2025 conf
AEQUITAS@ECAI
Katharina Simbeck, Mariam Mahran
2025 J jnl
CoRR
Katharina Simbeck, Mariam Mahran
2025 J jnl
CoRR
Krzysztof Podlaski, Michal Beczkowski, Katharina Simbeck, Katrin Dziergwa, Derek O'Reilly, Shane Dowdall, Joao Monteiro, Catarina Oliveira Lucas, Johanna Hautamaki, Heikki Ahonen, Hiram Bollaert, Philippe Possemiers, Zofia Stawska
2025 conf
CSEDU (2)
Marie Ernst, Fabian Rupp, Katharina Simbeck
2024 conf
CSEDU (2)
Sophie Schauer, Katharina Simbeck
2024 J jnl
CoRR
Linda Fernsel, Yannick Kalff, Katharina Simbeck
2024 conf
KUI
Sophie Schauer, Katharina Simbeck
2024 J jnl
AI Ethics
Katharina Simbeck
2024 conf
CSEDU (1)
Marlene Bültemann, Katharina Simbeck, Nathalie Rzepka, Yannick Kalff
2024 conf
ITHET
Katharina Simbeck, Sophie Schauer, Linda Fernsel
2024 J jnl
AI Ethics
Katharina Simbeck
2024 Misc conf
MuC
Katharina Simbeck, Yannick Kalff
2024 conf
CSEDU (2)
Linda Fernsel, Yannick Kalff, Katharina Simbeck
2023 conf
CSEDU (1)
Florian Gnadlinger, André Selmanagic, Katharina Simbeck, Simone Kriglstein
2023 conf
DELFI
André Selmanagic, Katharina Simbeck
2023 conf
DELFI
Marlene Bültemann, Nathalie Rzepka, Dennis Junger, Katharina Simbeck, Hans-Georg Müller
2023 A conf
AIED
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2023 conf
DELFI
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Marlene Bültemann, Niels Pinkwart
2023 J jnl
CoRR
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Marlene Bültemann, Niels Pinkwart
2022 conf
DELFI
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2022 conf
CSEDU (2)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2022 conf
DeLFI Workshops
André Selmanagic, Katharina Simbeck
2022 conf
FAccT
Katharina Simbeck
2022 conf
CSEDU (2)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2022 conf
CSEDU (2)
Ana Donevska-Todorova, Katrin Dziergwa, Katharina Simbeck
2022 conf
CSEDU (2)
Hassan Tagharobi, Katharina Simbeck
2022 conf
CSEDU (2)
Nathalie Rzepka, Katharina Simbeck, Hans-Georg Müller, Niels Pinkwart
2022 conf
DELFI
Ana Donevska-Todorova, Katharina Simbeck, Katrin Dziergwa
2021 J jnl
Bus. Inf. Syst. Eng.
Alina Köchling, Shirin Riazy, Marius Claus Wehner, Katharina Simbeck
2021 B conf
EDM
Nathalie Rzepka, Hans-Georg Müller, Katharina Simbeck
2020 conf
CSEDU (2)
Shirin Riazy, Sabrina Inez Weller, Katharina Simbeck
2020 conf
CSEDU (1)
Shirin Riazy, Katharina Simbeck, Vanessa Schreck
2020 conf
DeLFI
Shirin Riazy, Katharina Simbeck, Marco Träger, Robert Wöstenfeld
2020 conf
CSEDU (1)
Shirin Riazy, Katharina Simbeck, Robert Woestenfeld, Marco Traeger
2020 conf
CSEDU (Selected Papers)
Shirin Riazy, Katharina Simbeck, Vanessa Schreck
2020 conf
CSEDU (Selected Papers)
Shirin Riazy, Katharina Simbeck, Marco Traeger, Robert Woestenfeld
2019 conf
DeLFI
Haeseon Yun, Shirin Riazy, Albrecht Fortenbacher, Katharina Simbeck
2019 J jnl
IBM J. Res. Dev.
Katharina Simbeck
2019 conf
DeLFI
Shirin Riazy, Katharina Simbeck
2018 conf
AMCIS
Claus-Peter H. Ernst, Birte Malzahn, Katharina Simbeck
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)