Kalinka R. L. J. Castelo Branco

17 papers C 4Misc 2Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2025 conf
IMBSA
Luís Nascimento, André Luíz de Oliveira, Regina Villela, Hiago Fonseca, Kalinka R. L. J. Castelo Branco, Ran Wei, Richard Hawkins, Tim Kelly
2025 conf
ICAISC (3)
Rafael de Camillo Masson, Rodolfo A. da S. Arruda, Anderson B. Soares, Pedro Henrique Bugatti, Kalinka R. L. J. Castelo Branco, Priscila T. M. Saito
2024 conf
SBGames
Laura Ferré Scotelari, Matheus dos Santos Luccas, Leonardo Tórtoro Pereira, Kalinka R. L. J. Castelo Branco
2022 J jnl
Sensors
Ademir Goulart, Alex Sandro Roschildt Pinto, Adão Boava, Kalinka R. L. J. Castelo Branco
2018 C conf
ISCC
Daniel M. Xavier, Natassya B. F. Silva, Kalinka R. L. J. Castelo Branco
2018 C conf
ISCC
Rogers S. Cristo, Guilherme M. D. Santana, Diana Pamela Moya Osorio, Kalinka R. L. J. Castelo Branco
2018 C conf
ISCC
Mariana Rodrigues, Daniel F. Pigatto, Kalinka R. L. J. Castelo Branco
2017 conf
LARS/SBR
Natassya B. F. Silva, João V. C. Fontes, Roberto S. Inoue, Kalinka R. L. J. Castelo Branco
2017 J jnl
IEEE Intell. Transp. Syst. Mag.
Douglas Rodrigues, Rayner de Melo Pires, Emerson Alberto Marconato, Cristiana Areias, João Carlos Cunha, Kalinka R. L. J. Castelo Branco, Marco Vieira
2016 C conf
EATIS
Daniel Fernando Pigatto, Angélica Félix de Castro, Kalinka R. L. J. Castelo Branco, Trevor Martin
2016 conf
DSN Workshops
Emerson Alberto Marconato, Jean-Aimé Maxa, Daniel F. Pigatto, Alex S. R. Pinto, Nicolas Larrieu, Kalinka R. L. J. Castelo Branco
2014 conf
ITNG
Douglas Rodrigues, Arthur A. Chaves, Kalinka R. L. J. Castelo Branco, Rajiv Ramdhany, Geoff Coulson
2013 Misc conf
ICCS
Paulo H. M. Gurgel, Luiz Henrique Castelo Branco, Ellen Francine Barbosa, Kalinka R. L. J. Castelo Branco
2013 conf
LATW
Guilherme Freire Roberto, Kalinka R. L. J. Castelo Branco, José Marcio Machado, Alex R. Pinto
2012 conf
SPLC (1)
Rosana T. Vaccare Braga, Onofre Trindade Júnior, Kalinka R. L. J. Castelo Branco, Jaejoon Lee
2012 J jnl
CLEI Electron. J.
Rosana T. V. Braga, Kalinka R. L. J. Castelo Branco, Onofre Trindade Júnior, Paulo César Masiero, Luciano de Oliveira Neris, Martin Becker
2011 Misc conf
IRI
Rosana T. Vaccare Braga, Kalinka R. L. J. Castelo Branco, Onofre Trindade Júnior, Luciano de Oliveira Neris
redb/extractors/macho_extractors/macho_similarity_hashes.py
← Index redb/extractors/macho_extractors/macho_similarity_hashes.py python
import inspect
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor


class MachOSimilarityHashExtractor(MachOExtractor):
    """Extract Mach-O similarity hashes using machofile API.

    Similarity hashes are MD5 fingerprints of sorted, deduplicated binary components:
    - dylib_hash: MD5 of dynamic library names
    - import_hash: MD5 of imported function names
    - export_hash: MD5 of exported symbol names
    - entitlement_hash: MD5 of entitlement names and array values
    - symhash: MD5 of external undefined symbols

    For FAT binaries:
    - Inserts one row per architecture slice with per-slice hashes
    - Inserts one row for the FAT container with combined hashes

    For single-arch binaries:
    - Inserts one row with that architecture's hashes

    Note: parent_sha256 and architecture relationships are tracked in redb_basic_properties,
    not duplicated here. Use JOIN with redb_basic_properties when needed.
    """

    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_hashes"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_similarity_hashes(self, arch_name=None):
        """Extract similarity hashes for a specific architecture."""
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            similarity_hashes = self.macho.get_similarity_hashes(arch=arch_name)
            return similarity_hashes if similarity_hashes else None
        except Exception as e:
            self.log.error(f"Error extracting similarity hashes for arch {arch_name}: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            if not self.macho:
                return None

            architectures = self.macho.get_architectures()
            if not architectures:
                return None

            if len(architectures) > 1:
                # FAT binary - return combined hashes + per-arch hashes
                results = []

                # First add combined hashes for the FAT container
                all_hashes = self.macho.get_similarity_hashes()
                combined_hashes = all_hashes.get('combined', {}) if all_hashes else {}
                if combined_hashes:
                    combined_hashes['arch_identifier'] = 'fat'
                    results.append(combined_hashes)

                # Then add per-arch hashes
                for arch_name in architectures:
                    hashes = self._extract_similarity_hashes(arch_name)
                    if hashes:
                        hashes['arch_identifier'] = arch_name
                        results.append(hashes)
                return results
            else:
                # Single architecture - return single result
                return self._extract_similarity_hashes(architectures[0])
        except Exception as e:
            self.log.error(f"Error extracting similarity hashes: {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

            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)

            # For FAT binaries, first insert a row for the container with combined hashes
            if is_fat:
                all_hashes = self.macho.get_similarity_hashes()  # Without arch returns all including 'combined'
                combined_hashes = all_hashes.get('combined', {}) if all_hashes else {}
                if combined_hashes:
                    data.append([
                        self.sha256,                                    # sha256 (FAT container)
                        combined_hashes.get('dylib_hash'),              # dylib_hash
                        combined_hashes.get('import_hash'),             # import_hash
                        combined_hashes.get('export_hash'),             # export_hash
                        combined_hashes.get('entitlement_hash'),        # entitlement_hash
                        combined_hashes.get('symhash'),                 # symhash
                        current_time,                                   # analysis_date
                    ])

            # Insert rows for each architecture slice
            for arch_name in architectures:
                # Get architecture-specific sha256
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific sha256 for {arch_name}: {e}")
                    arch_sha256 = self.sha256

                # Get similarity hashes for this architecture
                similarity_hashes = self._extract_similarity_hashes(arch_name)
                if not similarity_hashes:
                    continue

                data.append([
                    arch_sha256,                                    # sha256 (arch-specific)
                    similarity_hashes.get('dylib_hash'),            # dylib_hash
                    similarity_hashes.get('import_hash'),           # import_hash
                    similarity_hashes.get('export_hash'),           # export_hash
                    similarity_hashes.get('entitlement_hash'),      # entitlement_hash
                    similarity_hashes.get('symhash'),               # symhash
                    current_time,                                   # analysis_date
                ])

            if not data:
                return None

            column_names = [
                'sha256',
                'macho_dylib_hash', 'macho_import_hash', 'macho_export_hash',
                'macho_entitlement_hash', 'macho_symhash',
                'analysis_date'
            ]

            column_type_names = [
                'FixedString(64)',
                'Nullable(FixedString(32))', 'Nullable(FixedString(32))', 'Nullable(FixedString(32))',
                'Nullable(FixedString(32))', 'Nullable(FixedString(32))',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

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