Natalia Maltsev

22 papers A 2B 2Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2019 J jnl
Briefings Bioinform.
Dinanath Sulakhe, Mark D'Souza, Sheng Wang, Sandhya Balasubramanian, Prashanth Athri, Bingqing Xie, Stefan Canzar, Gady Agam, T. Conrad Gilliam, Natalia Maltsev
2016 J jnl
Nucleic Acids Res.
Dinanath Sulakhe, Bingqing Xie, Andrew Taylor, Mark D'Souza, Sandhya Balasubramanian, Somaye Hashemifar, Steven White, Utpal J. Dave, Gady Agam, Jinbo Xu, Sheng Wang, T. Conrad Gilliam, Natalia Maltsev
2015 J jnl
J. Comput. Biol.
Bingqing Xie, Gady Agam, Sandhya Balasubramanian, Jinbo Xu, T. Conrad Gilliam, Natalia Maltsev, Daniela Börnigen
2014 J jnl
Nucleic Acids Res.
Dinanath Sulakhe, Andrew Taylor, Sandhya Balasubramanian, Bo Feng, Bingqing Xie, Daniela Börnigen, Utpal J. Dave, Ian T. Foster, T. Conrad Gilliam, Natalia Maltsev
2014 J jnl
Nucleic Acids Res.
Dinanath Sulakhe, Sandhya Balasubramanian, Bingqing Xie, Bo Feng, Andrew Taylor, Sheng Wang, Eduardo Berrocal, Utpal J. Dave, Jinbo Xu, Daniela Börnigen, T. Conrad Gilliam, Natalia Maltsev
2013 conf
BCB
Bingqing Xie, Gady Agam, Natalia Maltsev, T. Conrad Gilliam
2012 conf
BCB
Bingqing Xie, Gady Agam, Dinanath Sulakhe, Natalia Maltsev, Bhadrachalam Chitturi, T. Conrad Gilliam
2008 J jnl
IEEE Trans. Inf. Technol. Biomed.
Dinanath Sulakhe, Alex A. Rodriguez, Michael Wilde, Ian T. Foster, Natalia Maltsev
2007 J jnl
Bioinform.
Alexis A. Rodriguez, Tanuja Bompada, Mustafa H. Syed, Parantu K. Shah, Natalia Maltsev
2007 J jnl
Nucleic Acids Res.
Mark D'Souza, Elizabeth M. Glass, Mustafa H. Syed, Yi Zhang, Alexis A. Rodriguez, Natalia Maltsev, Michael Y. Galperin
2006 J jnl
Nucleic Acids Res.
Natalia Maltsev, Elizabeth M. Glass, Dinanath Sulakhe, Alexis A. Rodriguez, Mustafa H. Syed, Tanuja Bompada, Yi Zhang, Mark D'Souza
2006 B conf
CCGRID
Dinanath Sulakhe, Alex A. Rodriguez, Michael Wilde, Ian T. Foster, Natalia Maltsev
2006 conf
DILS
Greeshma Neglur, Robert L. Grossman, Natalia Maltsev, Clement T. Yu
2005 B conf
CCGRID
Dinanath Sulakhe, Alex A. Rodriguez, Mark D'Souza, Michael Wilde, Veronika Nefedova, Ian T. Foster, Natalia Maltsev
2004 A conf
HPDC
Ian T. Foster, Jerry Gieraltowski, Scott Gose, Natalia Maltsev, Edward N. May, Alex A. Rodriguez, Dinanath Sulakhe, A. Vaniachine, Jim Shank, Saul Youssef, David Adams, Richard Baker, Wensheng Deng, Jason Smith, Dantong Yu, Iosif Legrand, Suresh Singh, Conrad Steenberg, Yang Xia, M. Anzar Afaq, Eileen Berman, James Annis, L. A. T. Bauerdick, Michael Ernst, Ian Fisk, Lisa Giacchetti, Gregory E. Graham, Anne Heavey, Joseph Kaiser, Nickolai Kuropatkin, Ruth Pordes, Vijay Sekhri, John Weigand, Yujun Wu, Keith Baker, Lawrence Sorrillo, John Huth, Matthew Allen, Leigh Grundhoefer, John Hicks, Fred Luehring, Steve Peck, Robert Quick, Stephen C. Simms, George Fekete, Jan vandenBerg, Kihyeon Cho, Kihwan Kwon, Dongchul Son, Hyoungwoo Park, Shane Canon, Keith R. Jackson, David E. Konerding, Jason Lee, Doug Olson, Iwona Sakrejda, Brian Tierney, Mark Green, Russ Miller, James Letts, Terrence Martin, David Bury, Catalin Dumitrescu, Daniel Engh, Robert W. Gardner, Marco Mambelli, Yuri Smirnov, Jens-S. Vöckler, Michael Wilde, Yong Zhao, Xin Zhao, Paul Avery, Richard Cavanaugh, Bockjoo Kim, Craig Prescott, Jorge Luis Rodriguez, Andrew Zahn, Shawn McKee, Christopher T. Jordan, James E. Prewett, Timothy L. Thomas, Horst Severini, Ben Clifford, Ewa Deelman, Larry Flon, Carl Kesselman, Gaurang Mehta, Nosa Olomu, Karan Vahi, Kaushik De, Patrick McGuigan, Mark Sosebee, Dan Bradley, Peter Couvares, Alan DeSmet, Carey Kireyev, Erik Paulson, Alain Roy, Scott Koranda, Brian Moe, Bobby Brown, Paul Sheldon
2002 J jnl
Nucleic Acids Res.
Natalia Maltsev, Elizabeth Marland, Gong-Xin Yu, Saurabha Bhatnagar, Richard W. Lusk
2000 J jnl
Nucleic Acids Res.
Mark D'Souza, Margaret F. Romine, Natalia Maltsev
2000 J jnl
Nucleic Acids Res.
Ross A. Overbeek, Niels Larsen, Gordon D. Pusch, Mark D'Souza, Evgeni Selkov Jr., Nikos Kyrpides, Michael Fonstein, Natalia Maltsev, Evgeni Selkov
1998 J jnl
Silico Biol.
Ross A. Overbeek, Michael Fonstein, Mark D'Souza, Gordon D. Pusch, Natalia Maltsev
1997 J jnl
Nucleic Acids Res.
Evgeni Selkov, Miliusha Galimova, Igor Goryanin, Yuri Grechkin, Natalia Ivanova, Yuri Komarov, Natalia Maltsev, Natalia Mikhailova, Valeri Nenashev, Ross A. Overbeek, Elena Panyushkina, Lyudmila Pronevitch, Evgeni Selkov Jr.
1996 J jnl
Nucleic Acids Res.
Evgeni Selkov, Svetlana Basmanova, Terry Gaasterland, Igor Goryanin, Yuri Grechkin, Natalia Maltsev, Valeri Nenashev, Ross A. Overbeek, Elena Panyushkina, Lyudmila Pronevitch, Evgeni Selkov Jr., Ilya Yunus
1994 A conf
ISMB
Terry Gaasterland, Natalia Maltsev, Jorge Lobo, Guo-hua Chen
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)