Kaijie Zhang

22 papers A 1B 1C 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoRR
Tangtang Wang, Kaijie Zhang, Kuangcong Liu
2026 J jnl
Neurocomputing
Kaijie Zhang, Wanru Xu, Zhenjiang Miao, Yi Tian, Yigang Cen, Yutao Liu, Wangsheng He
2026 J jnl
Inf. Sci.
Yu Zhou, Kaijie Zhang, Wei Xie, Shilong Sun, Xiao Zhang, Jun Qin
2026 J jnl
CoRR
Shicai Wei, Kaijie Zhang, Luyi Chen, Tao He, Guiduo Duan
2025 A conf
IROS
Rong Cong, Xipeng Wu, Chao Qian, Kaijie Zhang, Xingguang Duan, Changsheng Li
2025 J jnl
IEEE Trans. Cybern.
Kaijie Zhang, Wangli He, Wenli Du, Feng Qian
2025 J jnl
IEEE Trans. Ind. Informatics
Kaijie Zhang, Wangli He, Wenying Xu
2025 J jnl
CoRR
Zucheng Liang, Wenxin Wei, Kaijie Zhang, Hongyi Chen
2025 J jnl
Signal Image Video Process.
Xin Liu, Kaijie Zhang, Zhiqiu Yan, Sipei Huang, Zhengxiang Gu, Yi Zhang, Li Wang
2024 J jnl
Neural Networks
Changlin Liu, Linjun Sun, Xin Ning, Jian Xu, Lina Yu, Kaijie Zhang, Weijun Li
2024 conf
IIP (1)
Xiaotong Liu, Haoyu Wang, Kaijie Zhang, Kaile Lin, Qiufeng Shi, Fanhui Zeng
2024 J jnl
Int. J. Intell. Syst.
Jiangtao Zhai, Kaijie Zhang, Xiaolong Zeng, Yufei Meng, Guangjie Liu
2024 C conf
ICIS
Kaijie Zhang, Fanhui Zeng, Jiaxin Li
2024 J jnl
NeuroImage
Kaijie Zhang, Haifeng Fang, Zheng Li, Tian Ren, Bao-ming Li, Chunjie Wang
2024 J jnl
Comput. Mater. Continua
Chao Wang, Kaijie Zhang, Xiaoyong Yu, Dejun Li, Wei Xie, Xinqiao Wang
2023 J jnl
CoRR
Kangbo Wang, Kaijie Zhang, Yating Huang, Jun Xu
2021 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Kaijie Zhang, Xiao Fang, Dandan Wang, Yuezu Lv, Xinghuo Yu
2020 conf
ICPR Workshops (1)
Kaijie Zhang, Wei Wang, Yijun Guo, Caifeng Shan, Liang Wang
2020 J jnl
Comput. Methods Programs Biomed.
Dingding Yu, Kaijie Zhang, Lingyan Huang, Bonan Zhao, Xiaoshan Zhang, Xin Guo, Miaomiao Li, Zheng Gu, Guosheng Fu, Minchun Hu, Yan Ping, Ye Sheng, Zhenjie Liu, Xianliang Hu, Ruiyi Zhao
2020 conf
PerCom Workshops
Kaijie Zhang, Zhiwen Yu, Dong Zhang, Zhu Wang, Bin Guo
2019 conf
SSCI
Xiao Fang, Guanghui Wen, Kaijie Zhang, Maojiao Ye
2018 B conf
SMC
Xinye Lou, Zhiwen Yu, Zhu Wang, Kaijie Zhang, Bin Guo
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)