Rafael Iankowski Soares

23 papers C 6Journal 7Unranked 9
YearRankTypeTitle / Venue / Authors
2026 conf
LASCAS
Yuri Silva Vaz, Júlio C. B. de Mattos, Rafael Iankowski Soares
2026 J jnl
IEEE Des. Test
Léo dos Santos Ribeiro, Morgana Macedo Azevedo da Rosa, Rafael Iankowski Soares, Eduardo Antônio César da Costa
2025 conf
LASCAS
João Inácio Moreira Bezerra, Morgana Macedo Azevedo da Rosa, Leonardo Antonietti, Vinícius V. Camargo, Alexandre Molter, Rafael Iankowski Soares
2025 J jnl
Multim. Tools Appl.
João Inácio Moreira Bezerra, Gustavo Machado, Rafael Iankowski Soares, Vinícius Valduga de Almeida Camargo, Alexandre Molter
2025 conf
LASCAS
Yuri Silva Vaz, Júlio C. B. de Mattos, Rafael Iankowski Soares
2025 conf
SBESC
Yuri Silva Vaz, Júlio C. B. de Mattos, Rafael Iankowski Soares
2024 J jnl
J. Real Time Image Process.
João Inácio Moreira Bezerra, Alexandre Molter, Gustavo Machado, Rafael Iankowski Soares, Vinícius V. Camargo
2024 conf
SBESC
Yuri Silva Vaz, Júlio C. B. de Mattos, Rafael Iankowski Soares
2024 C conf
EDUCON
Laura Quevedo Jurgina, Lui Gill Aquini, Marilton Sanchotene de Aguiar, Leomar Soares da Rosa Júnior, João Pedro Lopes, Tiago Duarte Mackedanz, Angela Ines Klein, Tiago Thompsen Primo, Rafael Iankowski Soares
2024 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Morgana Macedo Azevedo da Rosa, Patrícia Ücker Leleu da Costa, Eduardo Antonio Cesar da Costa, Rafael Iankowski Soares, Sergio Bampi
2023 C conf
EDUCON
Laura Quevedo Jurgina, Lui Gill Aquini, Rafael Iankowski Soares, Leomar Soares da Rosa Júnior, Marilton Sanchotene de Aguiar, Tiago Thompsen Primo
2023 J jnl
IEEE Trans. Very Large Scale Integr. Syst.
Morgana Macedo Azevedo da Rosa, Guilherme Paim, Patrícia Ücker Leleu da Costa, Eduardo Antonio Cesar da Costa, Rafael Iankowski Soares, Sergio Bampi
2023 J jnl
J. Electron. Test.
Tiago R. Balen, Carlos J. González, Ingrid F. V. Oliveira, Leomar S. da Rosa Jr., Rafael Iankowski Soares, Rafael B. Schvittz, Nemitala Added, Eduardo L. A. Macchione, Vitor A. P. Aguiar, Marcilei Aparecida Guazzelli, Nilberto H. Medina, Paulo F. Butzen
2023 conf
NEWCAS
Morgana Macedo Azevedo da Rosa, Eduardo A. C. da Costa, Rafael Iankowski Soares, Sergio Bampi
2023 conf
WF-IoT
Yuri Silva Vaz, Júlio C. B. de Mattos, Rafael Iankowski Soares
2022 C conf
ISCAS
Morgana Macedo Azevedo da Rosa, Guilherme Paim, Jorge Castro-Godínez, Eduardo A. C. da Costa, Rafael Iankowski Soares, Sergio Bampi
2022 C conf
ISCAS
Ingrid F. V. Oliveira, Matheus F. Pontes, Rafael B. Schvittz, Leomar S. da Rosa Jr., Paulo F. Butzen, Rafael Iankowski Soares
2021 C conf
ISCAS
Plinio Finkenauer, Henrique Kessler, Rafael Iankowski Soares, Vinícius V. Camargo
2018 conf
ICECS
Vitor G. Lima, Plinio Finkenauer, Vinícius V. Camargo, Felipe S. Marques, Leomar Soares da Rosa Júnior, Rafael Iankowski Soares
2017 C conf
ISCAS
Rodrigo Lellis, Rafael Iankowski Soares, Adão Antônio de Souza Jr.
2016 conf
LASCAS
Rai Saraiva, Julio C. Ruzicki, Adão Antônio de Souza Jr., Rafael Iankowski Soares
2011 J jnl
IEEE Des. Test Comput.
Rafael Iankowski Soares, Ney Laert Vilar Calazans, Fernando Gehm Moraes, Philippe Maurine, Lionel Torres
2010
Rafael Iankowski Soares
redb/extractors/macho_extractors/macho_segments.py
← Index redb/extractors/macho_extractors/macho_segments.py python
import hashlib
import inspect
import base64
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 MachOSegment


class MachOSegmentExtractor(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_segments"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def _is_empty_result(self, extracted_data) -> bool:
        """
        Override: Empty segments is an ERROR, not a valid empty case.
        A valid MachO file must have segments (at minimum __PAGEZERO, __TEXT).
        """
        # Always return False - empty segments should be treated as an error
        return False

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

    def _extract_segments_for_arch(self, arch_name):
        """Extract segment information for a specific architecture."""
        self.log.debug(f"Extracting segments for architecture: {arch_name}")
        segments = []

        try:
            # Get segments using new API with architecture parameter
            segments_data = self.macho.get_segments(arch=arch_name)
            if not segments_data:
                return segments

            # Extract segments for this architecture
            for segment in segments_data:
                try:
                    segment_name = segment.get('segname', 'Unknown')

                    # Calculate segment hash
                    segment_data = self._get_segment_data(segment)
                    if segment_data:
                        seg_sha256 = hashlib.sha256(segment_data).hexdigest()
                    else:
                        seg_sha256 = ""

                    # Use entropy already calculated by machofile module, rounded to 3 decimal places
                    seg_entropy = round(segment.get('entropy', 0.0), 3)

                    # Create segment dataclass with architecture info
                    macho_segment = MachOSegment(
                        segment_name=segment_name,
                        segment_vaddr=segment.get('vaddr', 0),
                        segment_vsize=segment.get('vsize', 0),
                        segment_offset=segment.get('offset', 0),
                        segment_size=segment.get('size', 0),
                        segment_max_vm_protection=segment.get('max_vm_protection', 0),
                        segment_initial_vm_protection=segment.get('initial_vm_protection', 0),
                        segment_nsects=segment.get('nsects', 0),
                        segment_flags=segment.get('flags', 0),
                        segment_entropy=seg_entropy,
                        segment_sha256=seg_sha256,
                    )
                    # Add architecture info to the segment
                    macho_segment.architecture = arch_name
                    segments.append(macho_segment)

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

            return segments

        except Exception as e:
            self.log.error(f"Error extracting MachO segments for architecture {arch_name}: {e}")
            return segments

    def _extract_segments(self):
        """Extract segment information from all architectures in the MachO binary."""
        self.log.debug(inspect.currentframe().f_code.co_name)
        segments = []

        if not self.macho:
            return segments

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

            # Process each architecture
            for arch_name in architectures:
                arch_segments = self._extract_segments_for_arch(arch_name)
                segments.extend(arch_segments)

            return segments

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

    def _get_segment_data(self, segment):
        """Get the raw data for a segment."""
        try:
            offset = segment.get('offset', 0)
            size = segment.get('size', 0)
            
            if size == 0:
                return None
            
            # Read segment data from file
            with open(self.filepath, 'rb') as f:
                f.seek(offset)
                return f.read(size)
                
        except Exception as e:
            self.log.warning(f"Error reading segment data: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            segments = self._extract_segments()
            return segments
        except Exception as e:
            self.log.error(f"Error extracting MachO segments: {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:
                # Extract segments for this specific architecture
                segments = self._extract_segments_for_arch(arch_name)
                if not segments:
                    continue

                # Get architecture-specific sha256 and header info
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)

                    # Get raw architecture value
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    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

                for segment in segments:
                    data.append([
                        arch_sha256,                          # sha256 (architecture-specific)
                        segment.segment_name,                 # segment_name
                        segment.segment_vaddr,                # segment_vaddr
                        segment.segment_vsize,                # segment_vsize
                        segment.segment_offset,               # segment_offset
                        segment.segment_size,                 # segment_size
                        segment.segment_max_vm_protection,    # segment_max_vm_protection
                        segment.segment_initial_vm_protection, # segment_initial_vm_protection
                        segment.segment_nsects,               # segment_nsects
                        segment.segment_flags,                # segment_flags
                        segment.segment_entropy,              # segment_entropy
                        segment.segment_sha256,               # segment_sha256
                        current_time,                         # analysis_date
                    ])

            column_names = [
                'sha256',
                'segment_name', 'segment_vaddr', 'segment_vsize', 'segment_offset',
                'segment_size', 'segment_max_vm_protection', 'segment_initial_vm_protection',
                'segment_nsects', 'segment_flags', 'segment_entropy', 'segment_sha256',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'String', 'UInt64', 'UInt64', 'UInt64',
                'UInt64', 'UInt32', 'UInt32',
                'UInt32', 'UInt32', 'Float64', 'FixedString(64)',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

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