Imtiaz Ahmed

41 papers Journal 38Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multim. Tools Appl.
Tasmiah Haque, Md. Asif Bin Syed, Byungheon Jeong, Xue Bai, Sumit Mohan, Somdyuti Paul, Imtiaz Ahmed, Srinjoy Das
2025 J jnl
CoRR
Md. Tawfique Ihsan, Md. Rakibul Hasan Rafi, Ahmed Shoyeb Raihan, Imtiaz Ahmed, Abdullahil Azeem
2025 J jnl
CoRR
Ahmed Shoyeb Raihan, Zhichao Liu, Tanveer Hossain Bhuiyan, Imtiaz Ahmed
2025 J jnl
CoRR
Avijit Saha Asru, Hamed Khosravi, Imtiaz Ahmed, Abdullahil Azeem
2025 J jnl
CoRR
Mohammad Reza Shafie, Morteza Hajiabadi, Hamed Khosravi, Mobina Noori, Imtiaz Ahmed
2025 J jnl
CoRR
Hamed Khosravi, Mohammad Reza Shafie, Ahmed Shoyeb Raihan, Srinjoy Das, Imtiaz Ahmed
2025 J jnl
IEEE Trans Autom. Sci. Eng.
Imtiaz Ahmed, Satish T. S. Bukkapatnam, Bhaskar Botcha, Yu Ding
2025 J jnl
CoRR
Tasmiah Haque, Md. Asif Bin Syed, Byungheon Jeong, Xue Bai, Sumit Mohan, Somdyuti Paul, Imtiaz Ahmed, Srinjoy Das
2024 J jnl
CoRR
Hamed Khosravi, Ahmed Shoyeb Raihan, Farzana Islam, Ashish Nimbarte, Imtiaz Ahmed
2024 J jnl
CoRR
Ahmed Shoyeb Raihan, Austin Harper, Israt Zarin Era, Omar Al-Shebeeb, Thorsten Wuest, Srinjoy Das, Imtiaz Ahmed
2024 J jnl
J. Intell. Manuf.
Hamed Khosravi, Taofeeq Olajire, Ahmed Shoyeb Raihan, Imtiaz Ahmed
2024 J jnl
Expert Syst. Appl.
Tanveer Hossain Bhuiyan, Victor Walker, Mohammad S. Roni, Imtiaz Ahmed
2024 J jnl
CoRR
Ahmed Shoyeb Raihan, Hamed Khosravi, Tanveer Hossain Bhuiyan, Imtiaz Ahmed
2024 J jnl
CoRR
Hamed Khosravi, Srinjoy Das, Abdullah Al-Mamun, Imtiaz Ahmed
2024 J jnl
Int. J. Data Min. Model. Manag.
Hamed Khosravi, Mohammad Reza Shafie, Morteza Hajiabadi, Ahmed Shoyeb Raihan, Imtiaz Ahmed
2024 J jnl
CoRR
Israt Zarin Era, Fan Zhou, Ahmed Shoyeb Raihan, Imtiaz Ahmed, Alan Abul-Haj, James Craig, Srinjoy Das, Zhichao Liu
2023 conf
CASE
Ahmed Shoyeb Raihan, Imtiaz Ahmed
2023 J jnl
CoRR
Ahmed Shoyeb Raihan, Imtiaz Ahmed
2023 J jnl
CoRR
Md Asif Bin Syed, Imtiaz Ahmed
2023 J jnl
Sensors
Md Asif Bin Syed, Imtiaz Ahmed
2023 J jnl
CoRR
Hamed Khosravi, Taofeeq Olajire, Ahmed Shoyeb Raihan, Imtiaz Ahmed
2023 J jnl
CoRR
Ahmed Shoyeb Raihan, Hamed Khosravi, Srinjoy Das, Imtiaz Ahmed
2023 J jnl
CoRR
Israt Zarin Era, Imtiaz Ahmed, Zhichao Liu, Srinjoy Das
2023 J jnl
CoRR
Hamed Khosravi, Mohammad Reza Shafie, Morteza Hajiabadi, Ahmed Shoyeb Raihan, Imtiaz Ahmed
2023 J jnl
CoRR
Ahmed Shoyeb Raihan, Imtiaz Ahmed
2023 J jnl
CoRR
Hamed Khosravi, Hadi Sahebi, Rahim Khanizad, Imtiaz Ahmed
2023 J jnl
CoRR
Md Asif Bin Syed, Azmine Toushik Wasi, Imtiaz Ahmed
2023 J jnl
CoRR
Md Asif Bin Syed, Imtiaz Ahmed
2023 J jnl
CoRR
Hamed Khosravi, Sarah Farhadpour, Manikanta Grandhi, Ahmed Shoyeb Raihan, Srinjoy Das, Imtiaz Ahmed
2023 J jnl
CoRR
Farzana Islam, Ahmed Shoyeb Raihan, Imtiaz Ahmed
2022 J jnl
IEEE Trans. Intell. Transp. Syst.
Imtiaz Ahmed, Mikyoung Jun, Yu Ding
2022 J jnl
IEEE Trans. Pattern Anal. Mach. Intell.
Imtiaz Ahmed, Travis Galoppo, Xia Ben Hu, Yu Ding
2021 J jnl
J. Mach. Learn. Res.
Imtiaz Ahmed, Xia Ben Hu, Mithun P. Acharya, Yu Ding
2021 J jnl
CoRR
Imtiaz Ahmed, Satish T. S. Bukkapatnam, Bhaskar Botcha, Yu Ding
2020 J jnl
CoRR
Imtiaz Ahmed, Mikyoung Jun, Yu Ding
2020 J jnl
CoRR
Imtiaz Ahmed, Travis Galoppo, Xia Ben Hu, Yu Ding
2020 J jnl
CoRR
Imtiaz Ahmed, Xia Ben Hu, Mithun P. Acharya, Yu Ding
2019 conf
CASE
Imtiaz Ahmed, Travis Galoppo, Yu Ding
2019 J jnl
IEEE Trans Autom. Sci. Eng.
Imtiaz Ahmed, Aldo Dagnino, Yu Ding
2018 conf
CASE
Imtiaz Ahmed, Aldo Dagnino, Alessandro Bongiovi, Yu Ding
2015 J jnl
J. Intell. Fuzzy Syst.
Ineen Sultana, Imtiaz Ahmed, Abdullahil Azeem
redb/extractors/macho_extractor.py
← Index redb/extractors/macho_extractor.py python
import logging
from abc import ABCMeta, abstractmethod
import inspect
import sys
import os

import machofile

from redb.extractors.extractor import Extractor

logger = logging.getLogger(__name__)


@abstractmethod
class MachOExtractor(Extractor, metaclass=ABCMeta):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        macho=None,
    ):
        # Read binary and parse machofile BEFORE calling super().__init__
        # This avoids reading the file twice
        with open(filepath, "rb") as f:
            binary_data = f.read()

        # Parse machofile with binary data
        self.macho = macho if macho else self._generate_machofile_object(binary_data)

        # Extract hashes from machofile to pass to parent
        precomputed_hashes = None
        if self.macho:
            try:
                general_info = self.macho.get_general_info()
                if general_info:
                    # For FAT binaries, get_general_info() returns dict with 'fat' key
                    # For single-arch, it returns the info directly
                    if 'fat' in general_info:
                        fat_info = general_info['fat']
                        precomputed_hashes = {
                            'MD5': fat_info.get('MD5'),
                            'SHA1': fat_info.get('SHA1'),
                            'SHA256': fat_info.get('SHA256'),
                        }
                    else:
                        precomputed_hashes = {
                            'MD5': general_info.get('MD5'),
                            'SHA1': general_info.get('SHA1'),
                            'SHA256': general_info.get('SHA256'),
                        }
            except Exception as e:
                logger.debug(f"Could not get hashes from machofile: {e}")

        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            precomputed_hashes=precomputed_hashes,
        )

        # Store binary data so base class doesn't re-read
        self._binary_data = binary_data

    @property
    def binary(self):
        """Override to use already-read binary data."""
        return self._binary_data

    def _generate_machofile_object(self, binary_data):
        """Generate and parse a machofile object from binary data."""
        macho = None
        try:
            macho = machofile.UniversalMachO(data=binary_data)
            if not macho:
                raise Exception("Empty file?")

            # Parse the MachO object once during initialization
            macho.parse()

        except Exception as e:
            logger.error(f"Format error parsing MachO: {e}")
        return macho

    # def _is_macho_file(self):
    #     """Check if the file is a valid Mach-O binary."""
    #     try:
    #         if not self.macho:
    #             return False
            
    #         # For Universal/FAT binaries, check if any architecture is valid
    #         if hasattr(self.macho, 'is_fat') and self.macho.is_fat:
    #             return len(self.macho.architectures) > 0
    #         else:
    #             # Single architecture binary
    #             return hasattr(self.macho, 'macho') and self.macho.macho is not None
    #     except Exception as e:
    #         self.log.error(f"Error checking Mach-O file: {e}")
    #         return False

    def _is_signed(self):
        """Check if the Mach-O binary is code signed using new API."""
        try:
            if not self.macho:
                return False

            # Get architectures using new API
            architectures = self.macho.get_architectures()

            # For each architecture, check if signed
            for arch in architectures:
                try:
                    signature_info = self.macho.get_code_signature_info(arch=arch)
                    if signature_info and signature_info.get('signed', False):
                        return True
                except Exception:
                    continue

            return False
        except Exception as e:
            self.log.error(f"Error checking Mach-O signature: {e}")
            return False

    def _get_architectures(self):
        """Get list of architectures in the Mach-O binary using new API."""
        try:
            if not self.macho:
                return []

            # Use new API method
            architectures = self.macho.get_architectures()
            return architectures if architectures else []
        except Exception as e:
            self.log.error(f"Error getting architectures: {e}")
            return []

    # def _get_macho_for_arch(self, arch_name=None):
    #     """Get MachO instance for specific architecture or default."""
    #     try:
    #         if not self.macho:
    #             return None
            
    #         if hasattr(self.macho, 'is_fat') and self.macho.is_fat:
    #             if arch_name:
    #                 return self.macho.architectures.get(arch_name)
    #             else:
    #                 # Return first available architecture
    #                 return next(iter(self.macho.architectures.values())) if self.macho.architectures else None
    #         else:
    #             # Single architecture binary
    #             return self.macho.macho if hasattr(self.macho, 'macho') else None
    #     except Exception as e:
    #         self.log.error(f"Error getting MachO for architecture: {e}")
    #         return None

    # def _get_formatted_header_values(self, header):
    #     """Get both raw and human-readable header values."""
    #     try:
    #         macho_instance = self._get_macho_for_arch()
    #         if not macho_instance:
    #             return None
            
    #         # Parse the MachO if not already parsed
    #         if not hasattr(macho_instance, 'header') or not macho_instance.header:
    #             macho_instance.parse()
            
    #         # Get human-readable values using machofile's formatting methods
    #         magic_str = macho_instance.format_magic_value(header.get('magic', 0))
            
    #         # Simple CPU type mapping since CPU_TYPE_MAP is not exposed
    #         cputype = header.get('cputype', 0)
    #         if cputype == 0x7:
    #             cputype_str = "x86"
    #         elif cputype == 0x1000007:
    #             cputype_str = "x86_64"
    #         elif cputype == 0xC:
    #             cputype_str = "ARM"
    #         elif cputype == 0x100000C:
    #             cputype_str = "ARM 64-bit"
    #         else:
    #             cputype_str = str(cputype)
            
    #         cpusubtype_str = macho_instance.decode_cpusubtype(header.get('cputype', 0), header.get('cpusubtype', 0))
    #         filetype_str = macho_instance.format_file_type(header.get('filetype', 0))
    #         flags_str = macho_instance.decode_flags(header.get('flags', 0))
            
    #         return {
    #             'raw': {
    #                 'magic': header.get('magic', 0),
    #                 'cputype': header.get('cputype', 0),
    #                 'cpusubtype': header.get('cpusubtype', 0),
    #                 'filetype': header.get('filetype', 0),
    #                 'flags': header.get('flags', 0),
    #             },
    #             'formatted': {
    #                 'magic_str': magic_str,
    #                 'cputype_str': cputype_str,
    #                 'cpusubtype_str': cpusubtype_str,
    #                 'filetype_str': filetype_str,
    #                 'flags_str': flags_str,
    #             }
    #         }
    #     except Exception as e:
    #         self.log.error(f"Error formatting header values: {e}")
    #         return None