Neera Jain

55 papers B 3C 17Journal 31Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Control. Syst. Technol.
Demetrius Gulewicz, Uduak Inyang-Udoh, Trevor J. Bird, Neera Jain
2025 conf
ITSC
Sibibalan Jeevanandam, Neera Jain
2025 J jnl
CoRR
Sibibalan Jeevanandam, Neera Jain
2025 B conf
RO-MAN
Madeleine Yuh, Neera Jain
2025 J jnl
J. Intell. Manuf.
Jianqi Ruan, Bob Nooning, Ivan Parkes, Wal Blejde, George Chiu, Neera Jain
2025 J jnl
IEEE Trans. Autom. Control.
Jacob A. Siefert, Trevor J. Bird, Andrew F. Thompson, Jonah J. Glunt, Justin P. Koeln, Neera Jain, Herschel C. Pangborn
2025 B conf
RO-MAN
Margaret Wielatz, Maitri Pandya, Madeleine Yuh, Neera Jain
2024 C conf
ACC
Trevor J. Bird, Jacob A. Siefert, Herschel C. Pangborn, Neera Jain
2024 J jnl
CoRR
Josue N. Rivera, Jianqi Ruan, Xiaolin Xu, Shuting Yang, Dengfeng Sun, Neera Jain
2024 J jnl
CoRR
Demetrius Gulewicz, Uduak Inyang-Udoh, Trevor J. Bird, Neera Jain
2024 C conf
ACC
Madeleine Yuh, Ethan Rabb, Adam J. Thorpe, Neera Jain
2024 C conf
ACC
Justin Koeln, Trevor J. Bird, Jacob Siefert, Justin Ruths, Herschel C. Pangborn, Neera Jain
2023 J jnl
ACM Trans. Hum. Robot Interact.
Katherine J. Williams, Madeleine Yuh, Neera Jain
2023 J jnl
CoRR
Trevor J. Bird, Jacob A. Siefert, Herschel C. Pangborn, Neera Jain
2023 J jnl
CoRR
Michael Shanks, Uduak Inyang-Udoh, Neera Jain
2023 J jnl
Autom.
Trevor J. Bird, Herschel C. Pangborn, Neera Jain, Justin P. Koeln
2023 C conf
ACC
Uduak Inyang-Udoh, Michael Shanks, Neera Jain
2023 conf
CASE
Jianqi Ruan, Uduak Inyang-Udoh, Bob Nooning, Ivan Parkes, Wal Blejde, George Chiu, Neera Jain
2023 J jnl
CoRR
Jacob A. Siefert, Trevor J. Bird, Justin P. Koeln, Neera Jain, Herschel C. Pangborn
2023 J jnl
IEEE Control. Syst. Lett.
Jacob A. Siefert, Trevor J. Bird, Justin P. Koeln, Neera Jain, Herschel C. Pangborn
2023 C conf
ACC
Jacob A. Siefert, Trevor J. Bird, Justin P. Koeln, Neera Jain, Herschel C. Pangborn
2023 J jnl
CoRR
Shashank Mehrotra, Jacob G. Hunter, Matthew Konishi, Kumar Akash, Zhaobo Zheng, Teruhisa Misu, Anil Kumar, Tahira Reid, Neera Jain
2023 J jnl
CoRR
Justin Koeln, Trevor J. Bird, Jacob Siefert, Justin Ruths, Herschel Pangborn, Neera Jain
2022 J jnl
CoRR
Uduak Inyang-Udoh, Michael Shanks, Neera Jain
2022 C conf
ACC
Jianqi Ruan, Michael Ponder, Ivan Parkes, Wal Blejde, George Chiu, Neera Jain
2022 C conf
ACC
Madeleine Yuh, Sooyung Byeon, Neera Jain, Inseok Hwang
2022 C conf
ACC
Trevor J. Bird, Neera Jain, Herschel C. Pangborn, Justin P. Koeln
2022 J jnl
CoRR
Jacob A. Siefert, Trevor J. Bird, Justin P. Koeln, Neera Jain, Herschel C. Pangborn
2022 J jnl
CoRR
Jacob G. Hunter, Matthew Konishi, Neera Jain, Kumar Akash, Xingwei Wu, Teruhisa Misu, Tahira Reid
2022 J jnl
IEEE Control. Syst. Lett.
Trevor J. Bird, Neera Jain
2021 J jnl
CoRR
Patrick Krane, Austin L. Nash, Davide Ziviani, James E. Braun, Amy M. Marconnet, Neera Jain
2021 J jnl
CoRR
Trevor J. Bird, Herschel C. Pangborn, Neera Jain, Justin P. Koeln
2021 J jnl
IEEE Trans. Control. Syst. Technol.
Florian Browne, Brad Rees, George T.-C. Chiu, Neera Jain
2021 C conf
ACC
Austin L. Nash, Herschel C. Pangborn, Neera Jain
2021 J jnl
CoRR
Austin L. Nash, Herschel C. Pangborn, Neera Jain
2020 J jnl
IEEE Trans. Control. Syst. Technol.
Austin L. Nash, Neera Jain
2020 J jnl
CoRR
Kumar Akash, Griffon McMahon, Tahira Reid, Neera Jain
2020 B conf
ICMI
Kumar Akash, Neera Jain, Teruhisa Misu
2020 J jnl
CoRR
Kumar Akash, Neera Jain, Teruhisa Misu
2019 C conf
ACC
Austin L. Nash, Timothy S. Fisher, Neera Jain
2019 J jnl
IEEE Trans. Hum. Mach. Syst.
Wan-Lin Hu, Kumar Akash, Tahira Reid, Neera Jain
2019 conf
ITSC
Ana Guerrero de la Peña, Navindran Davendralingam, Ali K. Raz, Daniel DeLaurentis, Gregory M. Shaver, Vivek Sujan, Neera Jain
2018 J jnl
CoRR
Kumar Akash, Wan-Lin Hu, Neera Jain, Tahira Reid
2018 J jnl
ACM Trans. Interact. Intell. Syst.
Kumar Akash, Wan-Lin Hu, Neera Jain, Tahira Reid
2018 C conf
ACC
Kumar Akash, Tahira Reid, Neera Jain
2018 C conf
ACC
Florian Browne, George Chiu, Neera Jain
2017 J jnl
Soc. Netw. Anal. Min.
Parul Goyal Wasan, Neera Jain
2017 C conf
ACC
Kumar Akash, Wan-Lin Hu, Tahira Reid, Neera Jain
2016 C conf
ACC
Neera Jain, Brandon M. Hencey
2012 conf
CDC
Neera Jain, Shreyas Sundaram, Andrew G. Alleyne
2011 C conf
ACC
Neera Jain, Andrew G. Alleyne
2010 J jnl
IEEE Trans. Control. Syst. Technol.
Neera Jain, Bin Li, Michael C. Keir, Brandon Hencey, Andrew G. Alleyne
2010 C conf
ACC
Neera Jain, Richard J. Otten, Andrew G. Alleyne
2009 C conf
ACC
Neera Jain, Andrew G. Alleyne
2001 J jnl
J. Chem. Inf. Comput. Sci.
Yingqing Ran, Neera Jain, Samuel H. Yalkowsky
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)