Wei Du

25 papers A* 5A 1C 1Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pattern Recognit.
Wei Du, Zhengfan Chen, Shifei Ding, Chenglong Zhang, Wei Guo, Yuqing Sun, Guoxian Yu, Lizhen Cui
2026 A* conf
AAAI
Shan Zhang, Liangrui Ren, Qiaoyu Tan, Carlotta Domeniconi, Wei Du, Jun Wang, Guoxian Yu
2025 A conf
CIKM
Helin Wang, Wei Du, Ning Liu, Qian Li, Yanyu Xu, Lizhen Cui
2025 J jnl
CoRR
Tianfan Peng, Yuntao Du, Pengzhou Ji, Shijie Dong, Kailin Jiang, Mingchuan Ma, Yijun Tian, Jinhe Bi, Qian Li, Wei Du, Feng Xiao, Lizhen Cui
2025 A* conf
IJCAI
Benyu Wu, Wei Du, Jun Wang, Guoxian Yu
2025 A* conf
IJCAI
Wei Du, Shifei Ding, Wei Guo, Yuqing Sun, Guoxian Yu, Lizhen Cui
2025 J jnl
Pattern Recognit.
Shifei Ding, Xiaomin Dong, Jian Zhang, Lili Guo, Wei Du, Chenglong Zhang
2025 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Shifei Ding, Wei Du, Ling Ding, Jian Zhang, Lili Guo, Bo An
2025 conf
DAI
Han Wang, Wei Du, Yanyu Xu, Lizhen Cui
2024 J jnl
Soft Comput.
Ling Ding, Wei Du, Jian Zhang, Lili Guo, Chenglong Zhang, Di Jin, Shifei Ding
2024 A* conf
AAAI
Wei Du, Shifei Ding, Lili Guo, Jian Zhang, Ling Ding
2024 A* conf
AAAI
Shifei Ding, Wei Du, Ling Ding, Lili Guo, Jian Zhang
2024 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Shifei Ding, Wei Du, Ling Ding, Jian Zhang, Lili Guo, Bo An
2023 J jnl
Inf. Sci.
Shifei Ding, Wei Du, Xiao Xu, Tianhao Shi, Yanru Wang, Chao Li
2023 J jnl
Int. J. Mach. Learn. Cybern.
Shifei Ding, Wei Du, Chao Li, Xiao Xu, Lijuan Wang, Ling Ding
2023 C conf
SEKE
Wei Du, Shifei Ding
2023 J jnl
Pattern Recognit.
Shifei Ding, Wei Du, Ling Ding, Lili Guo, Jian Zhang, Bo An
2023 J jnl
IEEE Trans. Neural Networks Learn. Syst.
Wei Du, Shifei Ding, Chenglong Zhang, Zhongzhi Shi
2022 J jnl
Appl. Intell.
Guangcong Sun, Shifei Ding, Tongfeng Sun, Chenglong Zhang, Wei Du
2022 J jnl
Knowl. Based Syst.
Chenglong Zhang, Shifei Ding, Wei Du
2022 J jnl
Inf. Sci.
Wei Du, Shifei Ding, Lili Guo, Jian Zhang, Chenglong Zhang, Ling Ding
2021 J jnl
Artif. Intell. Rev.
Wei Du, Shifei Ding
2021 J jnl
Int. J. Mach. Learn. Cybern.
Wei Du, Shifei Ding, Chenglong Zhang, Shuying Du
2019 J jnl
Appl. Intell.
Shifei Ding, Wei Du, Xingyu Zhao, Lijuan Wang, Weikuan Jia
2019 J jnl
计算机科学
Wei Du, Shifei Ding
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)