Jakub Pokrywka

22 papers B 4C 6Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
CoRR
Krzysztof Jassem, Michal Ciesiólka, Filip Gralinski, Piotr Jablonski, Jakub Pokrywka, Marek Kubis, Monika Jablonska, Ryszard Staruch
2025 conf
CSEDU (2)
Jeremi Kaczmarek, Jakub Pokrywka, Krzysztof Biedalak, Grzegorz Kurzyp, Lukasz Grzybowski
2025 J jnl
CoRR
Jeremi Kaczmarek, Jakub Pokrywka, Krzysztof Biedalak, Grzegorz Kurzyp, Lukasz Grzybowski
2025 conf
EMNLP (Findings)
Lukasz Grzybowski, Jakub Pokrywka, Michal Ciesiólka, Jeremi Kaczmarek, Marek Kubis
2024 B conf
IEEE Big Data
Jakub Pokrywka, Jeremi Kaczmarek, Edward Jacek Gorzelanczyk
2024 J jnl
CoRR
Jakub Pokrywka, Jeremi Kaczmarek, Edward Jacek Gorzelanczyk
2024 J jnl
CoRR
Jakub Pokrywka, Jeremi Kaczmarek, Edward Jacek Gorzelanczyk
2024 J jnl
CoRR
Jakub Pokrywka
2024 J jnl
CoRR
Lukasz Grzybowski, Jakub Pokrywka, Michal Ciesiólka, Jeremi Kaczmarek, Marek Kubis
2024 J jnl
CoRR
Jakub Pokrywka
2024 J jnl
CoRR
Jakub Pokrywka, Piotr Wierzchon, Kornel Weryszko, Krzysztof Jassem
2023 conf
CSEDU (2)
Jakub Pokrywka, Marcin Biedalak, Filip Gralinski, Krzysztof Biedalak
2023 C conf
FedCSIS
Jakub Pokrywka
2023 C conf
FedCSIS
Jakub Pokrywka
2023 C conf
FedCSIS
Jakub Pokrywka, Krzysztof Jassem, Piotr Wierzchon, Piotr Badylak, Grzegorz Kurzyp
2023 C conf
FedCSIS
Jakub Pokrywka, Piotr Wierzchon, Kornel Weryszko, Krzysztof Jassem
2022 conf
NAACL-HLT (Findings)
Jakub Pokrywka, Filip Gralinski, Krzysztof Jassem, Karol Kaczmarek, Krzysztof Jurkiewicz, Piotr Wierzchon
2022 B conf
IEEE Big Data
Jakub Pokrywka
2022 B conf
IEEE Big Data
Jakub Pokrywka
2022 C conf
FedCSIS
Jakub Pokrywka, Filip Gralinski
2022 C conf
FedCSIS
Karol Kaczmarek, Jakub Pokrywka, Filip Gralinski
2022 B conf
IEEE Big Data
Jakub Pokrywka
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"