Hagai Attias

42 papers A 6C 1Misc 1Journal 8Unranked 26
YearRankTypeTitle / Venue / Authors
2013 J jnl
CoRR
Hagai Attias
2012 J jnl
CoRR
Kensuke Sekihara, Hagai Attias, Julia P. Owen, Srikantan S. Nagarajan
2010 conf
MLMI
Carsten Stahlhut, Hagai Attias, David P. Wipf, Lars Kai Hansen, Srikantan S. Nagarajan
2009 J jnl
IEEE Trans. Biomed. Eng.
Tulaya Limpiti, Barry D. Van Veen, Hagai Attias, Srikantan S. Nagarajan
2009 conf
ISBI
Julia P. Owen, David P. Wipf, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
2009 J jnl
IEEE Trans. Speech Audio Process.
Jiucang Hao, Hagai Attias, Srikantan S. Nagarajan, Te-Won Lee, Terrence J. Sejnowski
2008 conf
NIPS
David P. Wipf, Julia P. Owen, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
2007 J jnl
IEEE Trans. Speech Audio Process.
Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
2007 conf
ICASSP (2)
Duangmanee Putthividhya, Hagai Attias, Srikantan S. Nagarajan, Te-Won Lee
2006 conf
ICA
Kenneth E. Hild II, Hagai Attias, Srikantan S. Nagarajan
2006 conf
ICASSP (5)
Taesu Kim, Hagai Attias, Soo-Young Lee, Te-Won Lee
2006 conf
ICA
Srikantan S. Nagarajan, Hagai Attias, Kensuke Sekihara, Kenneth E. Hild II
2006 conf
ISBI
Johanna M. Zumer, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
2005 conf
ICASSP (5)
Taesu Kim, Hagai Attias, Soo-Young Lee, Te-Won Lee
2005 conf
NIPS
Srikantan S. Nagarajan, Hagai Attias, Kenneth E. Hild II, Kensuke Sekihara
2004 conf
ICASSP (5)
Leo J. Lee, Hagai Attias, Li Deng, Paul W. Fieguth
2004 conf
ICASSP (1)
Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
2004 conf
ICASSP (5)
John R. Hershey, Hagai Attias, Nebojsa Jojic, Trausti T. Kristjansson
2004 conf
ICASSP (2)
Trausti T. Kristjansson, Hagai Attias, John R. Hershey
2004 conf
ECCV (4)
Trausti T. Kristjansson, Hagai Attias, John R. Hershey
2003 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Matthew J. Beal, Nebojsa Jojic, Hagai Attias
2003 conf
ICASSP (5)
Hagai Attias
2003 A conf
AISTATS
Hagai Attias
2003 conf
ICASSP (1)
Leo J. Lee, Hagai Attias, Li Deng
2002 A conf
INTERSPEECH
Hagai Attias, Li Deng
2002 Misc conf
ICASSP
Matthew J. Beal, Nebojsa Jojic, Hagai Attias
2002 conf
Information Hiding
Darko Kirovski, Hagai Attias
2002 conf
ECCV (1)
Matthew J. Beal, Hagai Attias, Nebojsa Jojic
2002 C conf
IEEE Workshop on Multimedia Signal Processing
Darko Kirovski, Hagai Attias
2002 conf
NIPS
Hagai Attias
2001 A conf
INTERSPEECH
Hagai Attias, Li Deng, Alex Acero, John C. Platt
2001 A conf
AISTATS
Hagai Attias
2000 conf
NIPS
Hagai Attias, John C. Platt, Alex Acero, Li Deng
1999 conf
NIPS
Hagai Attias
1999 A conf
AISTATS
Hagai Attias
1999 conf
NIPS
Hagai Attias
1999 J jnl
Neural Comput.
Hagai Attias
1999 A conf
UAI
Hagai Attias
1998 J jnl
Neural Comput.
Hagai Attias, Christoph E. Schreiner
1998 conf
NIPS
Hagai Attias
1997 conf
NIPS
Hagai Attias, Christoph E. Schreiner
1996 conf
NIPS
Hagai Attias, Christoph E. Schreiner
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)