C. S. Chang

19 papers A* 1B 2Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
ICT Express
Sanika K. Wijayasekara, Pruk Sasithong, Hung-Yun Hsieh, Poompat Saengudomlert, C. S. Chang, Lunchakorn Wuttisittikulkij
2012 J jnl
Inf. Sci.
Parikshit Yadav, Rajesh Kumar, Sanjib Kumar Panda, C. S. Chang
2012 J jnl
IEEE Trans. Ind. Informatics
Parikshit Yadav, Rajesh Kumar, Sanjib Kumar Panda, C. S. Chang
2012 J jnl
IEEE Trans. Smart Grid
C. S. Chang, Zhaoxia Wang, Fan Yang, W. W. Tan
2009 B conf
SMC
Zhaoxia Wang, C. S. Chang, Fan Yang, W. W. Tan
2008 J jnl
Pattern Recognit. Lett.
Benoît Legrand, C. S. Chang, S. H. Ong, Soek-Ying Neo, Nallasivam Palanisamy
2007 J jnl
Commun. Stat. Simul. Comput.
Chien-Wei Wu, Wen Lea Pearn, C. S. Chang, H. C. Chen
2006 J jnl
Microelectron. J.
C. W. Huang, S. J. Chang, W. Wu, C. L. Wu, C. S. Chang
2004 J jnl
IEEE J. Solid State Circuits
Helen Waite, P. Ta, Jennie Chen, H. Li, M. Gao, C. S. Chang, Y. S. Chang, William Redman-White, Olivier Charlon, Y. Fan, R. Perkins, D. Brunel, E. Soudee, N. Lecacheur, S. Clamagirand
2004 J jnl
Int. J. Syst. Sci.
C. S. Chang, L. R. Lu, F. Wang
2004 conf
Asian Test Symposium
C. C. Su, C. S. Chang, H. W. Huang, D. S. Tu, C. L. Lee, Jerry C. H. Lin
2003 conf
ESSCIRC
Helen Waite, P. Ta, Jennie Chen, H. Li, M. Gao, C. S. Chang, Y. S. Chang, William Redman-White, Olivier Charlon, Y. Fan, R. Perkins, D. Brunel, E. Soudee
2003 B conf
IEEE Congress on Evolutionary Computation
C. S. Chang, L. R. Lu, F. Wang
1999 J jnl
Artif. Intell. Eng.
Fushuan Wen, C. S. Chang
1999 J jnl
Fuzzy Sets Syst.
C. S. Chang, H. B. Quek, J. B. X. Devotta
1998 J jnl
Artif. Intell. Eng.
Fushuan Wen, C. S. Chang
1995 J jnl
J. ACM
C. S. Chang, R. Nelson
1991 J jnl
IEEE Data Eng. Bull.
Thomas D. C. Little, C. Y. Roger Chen, C. S. Chang, P. Bruce Berra
1979 A* conf
DAC
C. S. Chang
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)