Oludayo O. Olugbara

43 papers B 2C 2Journal 22Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Algorithms
Robyn C. Thompson, Oludayo O. Olugbara, Alveen Singh
2023 B conf
SMC
Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara
2023 J jnl
CoRR
Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara
2022 J jnl
Algorithms
Damilola A. Okuboyejo, Oludayo O. Olugbara
2022 J jnl
Algorithms
Stephen A. Adubi, Olufunke O. Oladipupo, Oludayo O. Olugbara
2022 conf
ICTAS
Seena Joseph, Oludayo O. Olugbara
2022 conf
ICCA
Caroline Mukumbareza, Oludayo O. Olugbara, Timothy T. Adeliyi
2021 B conf
CEC
Stephen A. Adubi, Olufunke O. Oladipupo, Oludayo O. Olugbara
2021 J jnl
J. Imaging
Seena Joseph, Oludayo O. Olugbara
2021 J jnl
Int. J. Digit. Multim. Broadcast.
Timothy T. Adeliyi, Oludayo O. Olugbara, Steven Parbanath
2021 J jnl
J. Big Data
Micheal Olaolu Arowolo, Marion Olubunmi Adebiyi, Ayodele Ariyo Adebiyi, Oludayo O. Olugbara
2021 conf
ICTAS
Timothy T. Adeliyi, Oludayo O. Olugbara
2020 conf
ICTAS
Robyn C. Thompson, Oludayo O. Olugbara, Alveen Singh
2020 J jnl
SN Comput. Sci.
C. Gokhale, Oludayo O. Olugbara
2020 J jnl
Algorithms
Kudakwashe Zvarevashe, Oludayo O. Olugbara
2020 J jnl
Educ. Inf. Technol.
C. T. Olugbara, S. N. Imenda, Oludayo O. Olugbara, H. B. Khuzwayo
2020 J jnl
Algorithms
Kudakwashe Zvarevashe, Oludayo O. Olugbara
2020 J jnl
Intell. Data Anal.
Kudakwashe Zvarevashe, Oludayo O. Olugbara
2019 J jnl
Int. J. Adv. Media Commun.
Timothy T. Adeliyi, Oludayo O. Olugbara
2019 J jnl
Multim. Tools Appl.
Timothy T. Adeliyi, Oludayo O. Olugbara
2019 J jnl
Intell. Data Anal.
Olufunke O. Oladipupo, Oludayo O. Olugbara
2019 conf
ICTAS
Timothy T. Adeliyi, Oludayo O. Olugbara
2019 conf
ICTAS
S. Sibiya, Oludayo O. Olugbara
2018 conf
ICTAS
Kudakwashe Zvarevashe, Oludayo O. Olugbara
2018 conf
IWBBIO (1)
Emmanuel Adetiba, Oludayo O. Olugbara, Tunmike B. Taiwo, Marion O. Adebiyi, Joke A. Badejo, Matthew Boladele Akanle, Victor O. Matthews
2018 J jnl
J. Comput. Networks Commun.
Timothy T. Adeliyi, Oludayo O. Olugbara
2017 J jnl
Electron. J. Inf. Syst. Dev. Ctries.
Dennis M. Ochieng, Oludayo O. Olugbara, Monique M. Marks
2017 conf
ICTAS
Neetu Ramsaroop, Oludayo O. Olugbara, Esther Joubert
2016 C conf
ICISP
Emmanuel Adetiba, Oludayo O. Olugbara
2015 J jnl
CoRR
Oludayo O. Olugbara, Manish R. Joshi, Michael M. Modiba, Virendrakumar C. Bhavsar
2015 conf
NaBIC
Emmanuel Adetiba, Oludayo O. Olugbara, Tunmike B. Taiwo
2015 conf
NaBIC
Abdultaofeek Abayomi, Oludayo O. Olugbara, Emmanuel Adetiba, Delene Heukelman
2014 J jnl
CoRR
O. O. Ogunduyile, Oludayo O. Olugbara, Lall Manoj
2014 conf
MIUA
Damilola A. Okuboyejo, Oludayo O. Olugbara, Solomon Odunaike
2013 conf
SocialCom
Hendrik J. G. Oberholzer, Sunday Olusegun Ojo, Oludayo O. Olugbara
2013 conf
ANT/SEIT
Ibukunola A. Modupe, Oludayo O. Olugbara, Abiodun Modupe
2012 J jnl
CoRR
Tranos Zuva, Oludayo O. Olugbara, Sunday Olusegun Ojo, Seleman M. Ngwira
2011 conf
ICDM Workshops
Abiodun Modupe, Oludayo O. Olugbara, Sunday Olusegun Ojo
2010 J jnl
Int. J. Inf. Technol. Decis. Mak.
Oludayo O. Olugbara, Sunday Olusegun Ojo, M. I. Mphahlele
2008 C conf
ENTER
Olawande J. Daramola, Matthew O. Adigun, Oludayo O. Olugbara
2008 conf
ER Workshops
Abayomi Ipadeola, Oludayo O. Olugbara, Matthew O. Adigun, Sibusiso S. Xulu
2007 J jnl
ICGA J.
Oludayo O. Olugbara, Matthew O. Adigun, Sunday Olusegun Ojo, T. O. Adewoye
2005 conf
ECEG
Charles K. Ayo, Aderemi Aaron-Anthony Atayero, Nicholas A. Ikhu-Omoregbe, Oludayo O. Olugbara
redb/extractors/macho_extractors/macho_imports.py
← Index redb/extractors/macho_extractors/macho_imports.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
from redb.models.dataclasses import MachOImport


class MachOImportExtractor(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_imports"
        self.log.debug(inspect.currentframe().f_code.co_name)

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

    def _extract_imports(self, arch_name=None):
        """Extract import information from the MachO binary for a specific architecture.

        Handles machofile v2026.2.4+ API where get_imported_functions() returns:
        Dict[str, List[Dict]] where each dict has {'name': str, 'sources': [str, ...]}
        """
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get imported functions using API for specific architecture
            imported_functions = self.macho.get_imported_functions(arch=arch_name)
            if not imported_functions:
                return None

            # Keep the library→functions mapping (like PE does)
            library_names = []
            imports_with_mapping = []  # List of {library: [(name, source), ...]}

            for dylib_name, functions in imported_functions.items():
                # v2026.2.4+: dylib_name is already str, but handle bytes for compatibility
                if isinstance(dylib_name, bytes):
                    dylib_name = dylib_name.decode('utf-8', errors='replace')
                library_names.append(dylib_name)

                # Process function entries
                func_list = []
                for func_entry in functions:
                    # v2026.2.4+: func_entry is {'name': str, 'sources': [str, ...]}
                    if isinstance(func_entry, dict):
                        func_name = func_entry.get('name', '')
                        # Join sources if multiple, take first if single
                        sources = func_entry.get('sources', [])
                        import_source = sources[0] if sources else None
                        func_list.append((func_name, import_source))
                    else:
                        # Legacy format: func_entry is str or bytes
                        if isinstance(func_entry, bytes):
                            func_entry = func_entry.decode('utf-8', errors='replace')
                        func_list.append((func_entry, None))

                imports_with_mapping.append({dylib_name: func_list})

            # Count total functions
            total_functions = sum(len(list(d.values())[0]) for d in imports_with_mapping)

            # Create import dataclass with mapping preserved
            macho_import = MachOImport(
                macho_imports_total=total_functions,
                macho_import_libraryName=library_names if library_names else None,
                macho_import_functions=imports_with_mapping if imports_with_mapping else None
            )

            return macho_import

        except Exception as e:
            self.log.error(f"Error extracting MachO imports for arch {arch_name}: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            # Get architectures (macho is already parsed in base class)
            architectures = self.macho.get_architectures()
            if len(architectures) > 1:
                # FAT binary - return list of imports for each architecture
                results = []
                for arch_name in architectures:
                    imports = self._extract_imports(arch_name)
                    if imports:
                        imports.arch_identifier = arch_name
                        results.append(imports)
                return results
            else:
                # Single architecture - return single result
                return self._extract_imports(architectures[0] if architectures else None)
        except Exception as e:
            self.log.error(f"Error extracting MachO imports: {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

            # Flatten the data - one row per function import (like PE imports)
            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 imports for this architecture
                macho_import = self._extract_imports(arch_name)
                if not macho_import or not macho_import.macho_import_functions:
                    continue

                # Flatten to one row per (library, function) pair
                for lib_funcs in macho_import.macho_import_functions:
                    for lib, funcs in lib_funcs.items():
                        for func_name, import_source in funcs:
                            data.append([
                                arch_sha256,        # sha256 (arch-specific)
                                lib,                # library_name
                                func_name,          # function_name
                                import_source,      # import_source (chained_fixups, bind_opcodes, symtab)
                                current_time,       # analysis_date
                            ])

            column_names = [
                'sha256',
                'library_name', 'function_name', 'import_source',
                'analysis_date'
            ]

            if not data:
                return None

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

            return (data, column_names, column_type_names)

        return None

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