M. Wilscy

34 papers C 2Misc 1Journal 13Unranked 18
YearRankTypeTitle / Venue / Authors
2021 J jnl
J. Intell. Fuzzy Syst.
K. Remya Revi, M. Wilscy, Rahul Antony
2020 J jnl
J. Intell. Fuzzy Syst.
K. Remya Revi, M. Wilscy
2019 J jnl
Multim. Tools Appl.
R. Shreelekshmi, M. Wilscy, C. E. Veni Madhavan
2018 J jnl
J. Intell. Fuzzy Syst.
Meera Mary Isaac, M. Wilscy
2017 J jnl
Expert Syst. Appl.
Ansamma John, P. S. Premjith, M. Wilscy
2017 J jnl
Multim. Tools Appl.
Meera Mary Isaac, M. Wilscy
2017 J jnl
J. Intell. Fuzzy Syst.
L. R. Sreedhanya, Abi Varghese, Madhu S. Nair, M. Wilscy
2015 conf
WCI
Meera Mary Isaac, M. Wilscy
2015 conf
MIKE
P. S. Premjith, Ansamma John, M. Wilscy
2014 J jnl
Signal Process.
S. Vishnukumar, Madhu S. Nair, M. Wilscy
2014 Misc conf
ICDSE
B. Soniya, M. Wilscy
2014 J jnl
Int. J. Netw. Secur.
Soniya Balram, M. Wilscy
2013 conf
ADCONS
Anila Thankappan, M. Wilscy
2013 conf
MIKE
T. Anila, M. Wilscy
2013 J jnl
Signal Image Video Process.
R. Shreelekshmi, M. Wilscy, C. E. Veni Madhavan
2012 conf
ACITY (2)
Dhanya S. Pankaj, M. Wilscy
2012 conf
ACITY (1)
B. Soniya, M. Wilscy
2011 conf
ACC (3)
K. K. Anisha, M. Wilscy
2011 conf
ACC (3)
Elizabeth B. Varghese, M. Wilscy
2011 J jnl
Signal Image Video Process.
Madhu S. Nair, Rekha Lakshmanan, M. Wilscy, Rao Tatavarti
2011 J jnl
Int. J. Intell. Syst. Technol. Appl.
Madhu S. Nair, Rekha Lakshmanan, M. Wilscy, Rao Tatavarti
2010 conf
ICSAP
R. Shreelekshmi, M. Wilscy, C. E. Veni Madhavan
2010 conf
CNSA
R. Shreelekshmi, M. Wilscy, C. E. Veni Madhavan
2010 conf
A2CWiC
Dancy Kurian, R. S. Jayasree, M. Wilscy, A. K. Gupta
2009 conf
ICDIP
Madhu S. Nair, R. Vrinthavani, M. Wilscy
2009 J jnl
Eng. Lett.
Madhu S. Nair, R. Vrinthavani, M. Wilscy
2008 conf
World Congress on Engineering (Selected Papers)
M. Wilscy, Madhu S. Nair
2008 conf
ICIAR
M. Wilscy, Madhu S. Nair
2008 conf
SITIS
Soniya Balram, M. Wilscy
2008 conf
World Congress on Engineering (Selected Papers)
Jisha John, M. Wilscy
2008 conf
ICIIS
Madhu S. Nair, R. Rajasree, Jisha John, M. Wilscy
2008 C conf
SNPD
Madhu S. Nair, M. Wilscy
2007 conf
ICCTA
Sindhumol S., M. Wilscy
1992 C conf
ICCI
M. Wilscy, N. Parameswaran
redb/extractors/macho_extractors/macho_dylibs.py
← Index redb/extractors/macho_extractors/macho_dylibs.py python
import hashlib
import inspect
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import MachODylib


class MachODylibExtractor(MachOExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        macho=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            macho,
        )
        self.elastic_index = self.index_prefix + "-macho_dylibs"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def tag(self):
        return Tag.MACHO_DYLIB.value

    def _extract_dylibs(self):
        """Extract dynamic library information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        dylibs = []

        if not self.macho:
            return dylibs

        try:
            # Get architectures using new API (already parsed in base class)
            architectures = self.macho.get_architectures()
            if not architectures:
                return dylibs

            # Process each architecture
            for arch_name in architectures:
                # Get dylib commands using new API with architecture parameter
                dylib_commands = self.macho.get_dylib_commands(arch=arch_name)
                if not dylib_commands:
                    continue

                # Extract dylib commands for this architecture
                for dylib_cmd in dylib_commands:
                    try:
                        dylib_name = dylib_cmd.get('dylib_name', 'Unknown')
                        if isinstance(dylib_name, bytes):
                            dylib_name = dylib_name.decode('utf-8', errors='replace')

                        # Create dylib dataclass with architecture info
                        macho_dylib = MachODylib(
                            dylib_name=dylib_name,
                            dylib_timestamp=dylib_cmd.get('dylib_timestamp', 0),
                            dylib_current_version=dylib_cmd.get('dylib_current_version', 0),
                            dylib_compat_version=dylib_cmd.get('dylib_compat_version', 0),
                        )
                        # Add architecture info to the dylib
                        macho_dylib.architecture = arch_name
                        dylibs.append(macho_dylib)

                    except Exception as e:
                        self.log.warning(
                            f'Unable to process dylib "{dylib_cmd.get("dylib_name", "Unknown")}" for architecture {arch_name} in {self.hash.sha256}: {e}'
                        )
                        continue

            return dylibs

        except Exception as e:
            self.log.error(f"Error extracting MachO dylibs: {e}")
            return dylibs

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            dylibs = self._extract_dylibs()
            return dylibs
        except Exception as e:
            self.log.error(f"Error extracting MachO dylibs: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            if not self.macho:
                return None

            # Get architectures (macho is already parsed in base class)
            try:
                architectures = self.macho.get_architectures()
                is_fat = len(architectures) > 1
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Get architecture-specific sha256
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)
                    arch_cputype_raw = arch_header_raw.get('cputype', 0) if arch_header_raw else 0
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific data for {arch_name}: {e}")
                    arch_sha256 = self.sha256
                    arch_cputype_raw = 0

                # Get dylib commands for this architecture
                dylib_commands = self.macho.get_dylib_commands(arch=arch_name)
                if not dylib_commands:
                    continue

                # Process each dylib for this architecture
                for dylib_cmd in dylib_commands:
                    try:
                        dylib_name = dylib_cmd.get('dylib_name', 'Unknown')
                        if isinstance(dylib_name, bytes):
                            dylib_name = dylib_name.decode('utf-8', errors='replace')

                        data.append([
                            arch_sha256,                          # sha256 (architecture-specific)
                            dylib_name,                           # dylib_name
                            dylib_cmd.get('dylib_timestamp', 0), # dylib_timestamp
                            dylib_cmd.get('dylib_current_version', 0), # dylib_current_version
                            dylib_cmd.get('dylib_compat_version', 0),  # dylib_compat_version
                            current_time,                         # analysis_date
                        ])
                    except Exception as e:
                        self.log.warning(
                            f'Unable to process dylib "{dylib_cmd.get("dylib_name", "Unknown")}" for architecture {arch_name}: {e}'
                        )
                        continue

            column_names = [
                'sha256',
                'dylib_name', 'dylib_timestamp', 'dylib_current_version',
                'dylib_compat_version', 'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt32', 'UInt32',
                'UInt32', 'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

    def get_clickhouse_table(self) -> str:
        return "redb_macho_dylibs"