Naiyu Fang

23 papers Journal 22Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
J. Intell. Manuf.
Kang Wang, Lanqing Liu, Cheng Xu, Jing Zou, Haoneng Lin, Naiyu Fang, Jingchao Jiang
2025 J jnl
CoRR
Zheyuan Zhou, Jiayi Han, Liang Du, Naiyu Fang, Lemiao Qiu, Shuyou Zhang
2025 J jnl
J. Ind. Inf. Integr.
Kang Wang, Haoneng Lin, Naiyu Fang, Jinghua Xu, Shuyou Zhang, Jianrong Tan, Harry Qin, Xuan Liang
2025 J jnl
CoRR
Naiyu Fang, Zheyuan Zhou, Kang Wang, Ruibo Li, Lemiao Qiu, Shuyou Zhang, Zhe Wang, Guosheng Lin
2025 J jnl
CoRR
Naiyu Fang, Zheyuan Zhou, Fayao Liu, XuLei Yang, Jiacheng Wei, Lemiao Qiu, Guosheng Lin
2024 J jnl
IEEE Trans. Intell. Transp. Syst.
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Kang Wang
2024 J jnl
CoRR
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Jianrong Tan
2024 J jnl
Neural Networks
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Jianrong Tan
2024 J jnl
IEEE Robotics Autom. Lett.
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Zheyuan Zhou, Kerui Hu
2024 J jnl
IEEE Trans. Multim.
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu
2024 conf
ECCV (36)
Zheyuan Zhou, Le Wang, Naiyu Fang, Zili Wang, Lemiao Qiu, Shuyou Zhang
2024 J jnl
CoRR
Zheyuan Zhou, Le Wang, Naiyu Fang, Zili Wang, Lemiao Qiu, Shuyou Zhang
2023 J jnl
CoRR
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Kang Wang
2023 J jnl
IEEE Trans. Multim.
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Liangyu Dong
2023 J jnl
Pattern Recognit.
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Kang Wang
2023 J jnl
Expert Syst. Appl.
Kerui Hu, Lemiao Qiu, Shuyou Zhang, Zili Wang, Naiyu Fang
2023 J jnl
Appl. Intell.
Kerui Hu, Lemiao Qiu, Shuyou Zhang, Zili Wang, Naiyu Fang
2023 J jnl
CoRR
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Zheyuan Zhou, Kerui Hu
2023 J jnl
Appl. Intell.
Kerui Hu, Lemiao Qiu, Shuyou Zhang, Zili Wang, Naiyu Fang
2023 J jnl
CoRR
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu
2022 J jnl
Soft Comput.
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Ye Gu, Kerui Hu
2022 J jnl
Neural Comput. Appl.
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Kerui Hu, Heng Li
2021 J jnl
Comput. Aided Des.
Naiyu Fang, Lemiao Qiu, Shuyou Zhang, Zili Wang, Yang Wang, Ye Gu, Jianrong Tan
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)