Imre Kiss

30 papers A 9B 3Misc 2Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2021 J jnl
J. Cloud Comput.
Lorenzo Luciano, Imre Kiss, Peter William Beardshear, Esther Kadosh, A. Ben Hamza
2020 J jnl
CoRR
Stanislav Peshterliev, Christophe Dupuy, Imre Kiss
2020 A conf
INTERSPEECH
Weitong Ruan, Yaroslav Nechaev, Luoxin Chen, Chengwei Su, Imre Kiss
2020 J jnl
CoRR
Lorenzo Luciano, Imre Kiss, Peter William Beardshear, Esther Kadosh, A. Ben Hamza
2019 conf
NAACL-HLT (2)
Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha, Imre Kiss, Spyros Matsoukas
2019 J jnl
CoRR
Stanislav Peshterliev, Alexander Hsieh, Imre Kiss
2018 J jnl
CoRR
Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha, Imre Kiss, Spyros Matsoukas
2012 conf
HPEC
Imre Kiss, Zsolt Badics, Szabolcs Gyimothy, Jozsef Pavo
2011 J jnl
Int. J. Mob. Hum. Comput. Interact.
Joseph Polifroni, Imre Kiss, Stephanie Seneff
2010 A conf
INTERSPEECH
Imre Kiss, Joseph Polifroni, Chao Wang, Ghinwa F. Choueiter, Mike Phillips
2010 B conf
LREC
Joseph Polifroni, Imre Kiss, Mark Adler
2010 J jnl
CoRR
Siby Abraham, Imre Kiss, Sugata Sanyal, Mukund A. Sanglikar
2009 J jnl
ACM SIGOPS Oper. Syst. Rev.
Jonathan Ledlie, Billy Odero, Einat Minkov, Imre Kiss, Joseph Polifroni
2007 A conf
INTERSPEECH
Jilei Tian, Jani Nurminen, Imre Kiss
2006 conf
ICASSP (1)
Jussi Leppänen, Imre Kiss
2006 conf
ISCSLP
Jilei Tian, Jani Nurminen, Imre Kiss
2006 B conf
ICMI
E. Karpov, Imre Kiss, Jussi Leppänen, Jesper Ø. Olsen, Daniela Oria, S. Sivadas, Jilei Tian
2006 B conf
LREC
Antonio Bonafonte, Harald Höge, Imre Kiss, Asunción Moreno, Ute Ziegenhain, Henk van den Heuvel, Horst-Udo Hain, Xia S. Wang, Marie-Neige Garcia
2005 A conf
INTERSPEECH
Jussi Leppänen, Imre Kiss
2005 A conf
INTERSPEECH
Jilei Tian, Jani Nurminen, Imre Kiss
2005 conf
ICASSP (1)
Jilei Tian, Jani Nurminen, Imre Kiss
2003 A conf
INTERSPEECH
Hemmo Haverinen, Imre Kiss
2002 Misc conf
ICASSP
Kimmo Pärssinen, Petri Salmela, Mikko Harju, Imre Kiss
2002 A conf
INTERSPEECH
Imre Kiss, Marcel Vasilache
2001 J jnl
IEEE Trans. Speech Audio Process.
Ramalingam Hariharan, Imre Kiss, I. Viikki
2001 Misc conf
ICASSP
Olli Viikki, Imre Kiss, Jilei Tian
2000 A conf
INTERSPEECH
Imre Kiss
2000 A conf
INTERSPEECH
Ramalingam Hariharan, Imre Kiss, Olli Viikki, Jilei Tian
1999 conf
EUROSPEECH
Imre Kiss, Pekka Kapanen
1983 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Philip E. Zwicke, Imre Kiss
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)