Naichang Yuan

26 papers Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
Remote. Sens.
Ximeng Zhang, Weidong Hu, Kaibo Cui, Qingping Wang, Hongyu Zhu, Naichang Yuan
2024 J jnl
IEEE Trans. Wirel. Commun.
Hongyu Zhu, Jingjian Huang, Chao Wang, Weidong Hu, Naichang Yuan, Qingping Wang, Chang Zhu, Ximeng Zhang
2023 J jnl
Sensors
Yanqi Wang, Chao Wang, Qingzhan Shi, Jingjian Huang, Naichang Yuan
2022 conf
EITCE
Tianhao Liu, Chuanbin Tang, Naichang Yuan
2021 conf
ICSPCC
Qingzhan Shi, Jianwei Sun, Chao Wang, Naichang Yuan
2021 conf
CISP-BMEI
Ximeng Zhang, Qingping Wang, Zhaoyu Huang, Naichang Yuan, Weidong Hu
2021 J jnl
Phys. Commun.
Shuang Wu, Ye Yuan, Lei Huang, Kaibo Cui, Naichang Yuan
2021 conf
ICSPCC
Jianwei Sun, Chao Wang, Qingzhan Shi, Yifan Wang, Zekun Yao, Naichang Yuan
2021 J jnl
IEEE Signal Process. Lett.
Ye Yuan, Shuang Wu, Minjie Wu, Naichang Yuan
2020 conf
ICSPCC
Pengfei Ji, Qingzhan Shi, Naichang Yuan
2019 J jnl
IEEE Access
Yuhong Ma, Ye Yuan, Dehua Wang, Qingzhan Shi, Naichang Yuan
2019 J jnl
IEICE Trans. Commun.
Kaibo Cui, Qingping Wang, Quan Wang, Jingjian Huang, Naichang Yuan
2019 J jnl
IEEE Access
Ximeng Zhang, Weiwei Wu, Yuhong Ma, Chang Wang, Chenxin Li, Naichang Yuan
2019 J jnl
IEEE Access
Ximeng Zhang, Weiwei Wu, Jingjian Huang, Weike Zhang, Ye Yuan, Naichang Yuan
2019 J jnl
IEEE Access
Wentao Yuan, Xiuhan Liu, Hongshu Lu, Weiwei Wu, Naichang Yuan
2019 J jnl
Sensors
Tao Xie, Jingjian Huang, Qingzhan Shi, Qingping Wang, Naichang Yuan
2018 J jnl
IEEE Access
Yuhong Ma, Weiwei Wu, Ye Yuan, Wentao Yuan, Naichang Yuan
2018 J jnl
EURASIP J. Adv. Signal Process.
Ye Yuan, Hong Zhu, Qingping Wang, Wentao Yuan, Naichang Yuan
2018 J jnl
Sensors
Weike Zhang, Xi Chen, Kaibo Cui, Tao Xie, Naichang Yuan
2018 J jnl
Sensors
Tao Xie, Weike Zhang, Linna Yang, Qingping Wang, Jingjian Huang, Naichang Yuan
2018 J jnl
IEEE Access
Qingzhan Shi, Chao Wang, Jingjian Huang, Naichang Yuan
2017 conf
ICSPCC
Qingzhan Shi, Yu Wang, Chao Wang, Qi Feng, Naichang Yuan
2017 conf
ICSPCC
Qingzhan Shi, Shuang Wu, Jingjian Huang, Chao Wang, Naichang Yuan
2017 conf
ICSPCC
Zheng Li, Ning Tai, Chao Wang, Naichang Yuan
2017 J jnl
EURASIP J. Adv. Signal Process.
Tianzhen Meng, Minjie Wu, Naichang Yuan
2015 conf
ChinaSIP
Yujian Pan, Hongshu Lu, Hong Zhu, Naichang Yuan
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)