Oluwasefunmi 'Tale Arogundade

25 papers C 1Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Int. J. Syst. Assur. Eng. Manag.
Abiodun Muyideen Mustapha, Oluwasefunmi 'Tale Arogundade, Adebayo Abayomi-Alli, A. Kayode Adesemowo, Olusola John Adeniran
2023 J jnl
Inf.
Oyediran George Oyebiyi, Adebayo Abayomi-Alli, Oluwasefunmi 'Tale Arogundade, Atika Qazi, Agbotiname Lucky Imoize, Joseph Bamidele Awotunde
2022 conf
TDIT
Olumide C. Ayeni, Taiwo O. Olaleye, Oluwasefunmi 'Tale Arogundade, Favour Ifeanacho, A. Kayode Adesemowo
2022 J jnl
Int. J. Serv. Sci. Manag. Eng. Technol.
Adebayo Abayomi-Alli, Frances Omoyemen Uzedu, Sanjay Misra, Olusola O. Abayomi-Alli, Oluwasefunmi 'Tale Arogundade
2021 J jnl
Int. J. Semantic Web Inf. Syst.
Adebayo Abayomi-Alli, Oluwasefunmi 'Tale Arogundade, Sanjay Misra, Mulkah Opeyemi Akala, Abiodun Motunrayo Ikotun, Bolanle Adefowoke Ojokoh
2021 J jnl
Comput.
Temitope Elizabeth Abioye, Oluwasefunmi 'Tale Arogundade, Sanjay Misra, A. Kayode Adesemowo, Robertas Damasevicius
2021 J jnl
Future Internet
JohnBosco Agbaegbu, Oluwasefunmi 'Tale Arogundade, Sanjay Misra, Robertas Damasevicius
2021 conf
IBICA
Oluwasefunmi 'Tale Arogundade, Adeniyi Akanni, Sanjay Misra, Temilade Opanuga, Oreoluwa Tinubu, Muhammad Akram, Jonathan Oluranti
2021 C conf
HIS
Oluwasefunmi 'Tale Arogundade, Adeniyi Akanni, Sanjay Misra, Abiodun Muyideen Mustapha, Kayode Ogunremi, Timothy Ayo, Jonathan Oluranti
2020 J jnl
Int. J. Comput. Math. Comput. Syst. Theory
Oluwasefunmi 'Tale Arogundade, Samuel Ibukun Olotu, Olusola Abayomi-Alli, Sanjay Misra, Abiodun Motunrayo Ikotun
2020 J jnl
Int. J. Syst. Assur. Eng. Manag.
Abiodun Muyideen Mustapha, Oluwasefunmi 'Tale Arogundade, Sanjay Misra, Robertas Damasevicius, Rytis Maskeliunas
2020 conf
I3E (1)
Oluwasefunmi 'Tale Arogundade, Adebayo Abayomi-Alli, A. Kayode Adesemowo, Taiwo Bamigbade, Modupe Odusami, Victor Olowe
2020 J jnl
Int. J. Electron. Secur. Digit. Forensics
Oluwasefunmi 'Tale Arogundade, Temitope Elizabeth Abioye, Sanjay Misra
2020 J jnl
IEEE Access
Oluwasefunmi 'Tale Arogundade, Sanjay Misra, Olusola O. Abayomi-Alli, Luis Fernández-Sanz
2020 J jnl
Int. J. Hum. Cap. Inf. Technol. Prof.
Oluwasefunmi 'Tale Arogundade, Bolanle Ojokoh, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Babatope Sunday Adeniyi
2020 conf
TDIT (2)
A. Kayode Adesemowo, Adebayo Abayomi-Alli, O. Oluwayomi Olabanjo, Modupe Olufunke Odusami, Oluwasefunmi 'Tale Arogundade, Tope Elizabeth Abioye
2020 J jnl
J. Softw. Evol. Process.
Temitope Elizabeth Abioye, Oluwasefunmi 'Tale Arogundade, Sanjay Misra, Adio T. Akinwale, Olusola John Adeniran
2019 J jnl
Int. J. Syst. Softw. Secur. Prot.
Ibukun Fadahunsi, Oluwasefunmi 'Tale Arogundade, Adesina S. Sodiya, Bakai Olajuwon
2018 conf
ICCSA (4)
Oluwasefunmi 'Tale Arogundade, Temitope Elizabeth Abioye, Abiodun Muyideen Mustapha, Adeola Mary Adeniji, Abiodun Motunrayo Ikotun, Franklin Oladiipo Asahiah
2018 J jnl
Inf. Syst. E Bus. Manag.
Abiodun Muyideen Mustapha, Oluwasefunmi 'Tale Arogundade, Olufunke R. Vincent, Olusola John Adeniran
2016 J jnl
Int. J. Secur. Softw. Eng.
Oluwasefunmi 'Tale Arogundade, Olusola John Adeniran, Zhi Jin, Xiaoguang Yang
2014 J jnl
Int. J. Inf. Comput. Secur.
Oluwasefunmi 'Tale Arogundade, Zhi Jin, Xiaoguang Yang
2012 J jnl
Inf. Secur. J. A Glob. Perspect.
Oluwasefunmi 'Tale Arogundade, A. T. Akinwale, Zhi Jin, Xiaoguang Yang
2011 J jnl
Int. J. Inf. Secur. Priv.
Oluwasefunmi 'Tale Arogundade, A. T. Akinwale, Zhi Jin, Xiaoguang Yang
2011 conf
SSIRI (Companion)
Oluwasefunmi 'Tale Arogundade, Zhi Jin, Xiaoguang Yang
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"