Ramon Santos Malaquias

11 papers C 3Journal 2Unranked 6
YearRankTypeTitle / Venue / Authors
2025 conf
ICCSA (2)
Itamir de Morais Barroca Filho, Ramon Santos Malaquias, Jean Mário Moreira de Lima, André Morais Gurgel, Ney Pimentel Targino de Oliveira, Murilo Henrique Dantas de Oliveira Bezerra, Gabriel Paes Landim Lucena, Vinicius Oliveira da Silva
2025 C conf
ISCC
Bruna Alice Oliveira de Brito, Itamir de Morais Barroca Filho, Ramon Santos Malaquias, Jean Mário Moreira de Lima, André Morais Gurgel
2025 conf
IWBBIO (2)
Bruna Alice Oliveira de Brito, Itamir de Morais Barroca Filho, Jean Mário Moreira de Lima, André Morais Gurgel, Ramon Santos Malaquias
2025 conf
ICCSA (2)
Cephas A. S. Barreto, Arnaldo S. B. Junior, Leonardo D. G. Melo, Maycon D. R. Santos, Gabriele R. Carvalho, Itamir M. B. Filho, Jose G. R. Neto, Ramon Santos Malaquias, André Morais Gurgel, Jean Mário Moreira de Lima
2025 C conf
ISCC
Bruna Alice Oliveira de Brito, Itamir de Morais Barroca Filho, André Morais Gurgel, Jean Mário Moreira de Lima, Ramon Santos Malaquias
2025 J jnl
IEEE Access
Juscimara Gomes Avelino, Bruna Alice Oliveira de Brito, Thiago T. de Oliveira, Jean Mário Moreira de Lima, André Morais Gurgel, Ramon Santos Malaquias, Itamir de Morais Barroca Filho
2024 conf
ICCSA (2)
Ramon Santos Malaquias, Itamir de Morais Barroca Filho, Jean Mário Moreira de Lima, André Morais Gurgel, Bruna Alice Oliveira de Brito
2024 C conf
ISCC
Bruna Alice Oliveira de Brito, Itamir de Morais Barroca Filho, Jean Mário Moreira de Lima, André Morais Gurgel, Ramon Santos Malaquias
2021 J jnl
IEEE Access
Itamir de Morais Barroca Filho, Gibeon Aquino, Ramon Santos Malaquias, Gustavo Girão, Sávio Rennan Menêzes Melo
2021 conf
ICCSA (9)
Ramon Santos Malaquias, Itamir de Morais Barroca Filho
2019 conf
ICCSA (5)
Itamir de Morais Barroca Filho, Silvio Costa Sampaio, Gibeon Soares de Aquino Júnior, Rafael Fernandes de Queiroz, Dannylo Johnathan Bernardino Egídio, Ramon Santos Malaquias, Larissa Gilliane Melo de Moura
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"