Makoto Nakashima

31 papers A* 2C 3Misc 5Journal 9Unranked 12
YearRankTypeTitle / Venue / Authors
2025 C conf
ICCE
Rino Kimura, Makoto Nakashima
2024 C conf
ICCE
Riko Sato, Makoto Nakashima, Keizo Sato
2023 conf
ICCE-Taiwan
Keizo Sato, Yusuke Chibe, Makoto Nakashima
2023 conf
HCI (50)
Rino Kimura, Makoto Nakashima
2019 conf
NBiS
Keizo Sato, Shotaro Imada, Shinya Mazume, Makoto Nakashima
2019 Misc conf
CISIS
Keiji Urawaki, Makoto Nakashima
2018 Misc conf
CISIS
Shoma Fukuhara, Soichiro Yamasita, Shigeki Matsubara, Makoto Nakashima
2017 Misc conf
CISIS
Takehiro Nagatomo, Takahiro Tachibana, Keizo Sato, Makoto Nakashima
2016 conf
UIST (Adjunct Volume)
Takehiro Nagatomo, Takahiro Tachibana, Keizo Sato, Makoto Nakashima
2015 conf
ICCE-TW
Taishi Nomiyama, Naoto Sato, Kou Yamamoto, Shigeki Matsubara, Makoto Nakashima, Takao Sugimoto
2014 conf
ICADL
Keizo Sato, Chihiro Arakane, Makoto Nakashima
2012 conf
NBiS
Keizo Sato, Yoshitaka Adachi, Makoto Nakashima, Tetsuro Ito
2012 conf
AINA Workshops
Tatsuya Mori, Makoto Nakashima, Tetsuro Ito
2012 J jnl
Inf. Process. Manag.
Jia Liu, Tetsuro Ito, Nana Toyokuni, Keizo Sato, Makoto Nakashima
2012 conf
ICADL
Chihiro Arakane, Jia Liu, Keizo Sato, Makoto Nakashima, Tetsuro Ito
2012 J jnl
Int. J. Space Based Situated Comput.
Tatsuya Mori, Makoto Nakashima, Tetsuro Ito
2011 conf
HCI (12)
Shinichiro Sakamoto, Makoto Nakashima, Tetsuro Ito
2010 Misc conf
CISIS
Keizo Sato, Akira Nakanishi, Makoto Nakashima, Tetsuro Ito
2009 Misc conf
CISIS
Makoto Nakashima, Takahiro Hiyama, Keizo Sato, Tetsuro Ito
2008 conf
ICADL
Jia Liu, Keizo Sato, Makoto Nakashima, Tetsuro Ito
2007 conf
ICADL
Jia Liu, Makoto Nakashima, Tetsuro Ito
2007 J jnl
Syst. Comput. Jpn.
Makoto Nakashima, Tetsuro Ito
2007 J jnl
Syst. Comput. Jpn.
Keizo Sato, Makoto Nakashima, Tetsuro Ito
2005 J jnl
Int. J. Web Inf. Syst.
Keizo Sato, Akira Ohtaguro, Makoto Nakashima, Tetsuro Ito
2004 J jnl
Syst. Comput. Jpn.
Yanhua Qu, Keizo Sato, Makoto Nakashima, Tetsuro Ito
2004 C conf
iiWAS
Keizo Sato, Akira Ohtaguro, Makoto Nakashima, Tetsuro Ito
2003 J jnl
J. Assoc. Inf. Sci. Technol.
Makoto Nakashima, Keizo Sato, Yanhua Qu, Tetsuro Ito
2003 J jnl
Syst. Comput. Jpn.
Makoto Nakashima, Yuichi Kaneko, Tetsuro Ito
2001 A* conf
SIGIR
Makoto Nakashima, Yanhua Qu, Keizo Sato, Tetsuro Ito
1993 A* conf
IJCAI
Katsumi Inoue, Yoshihiko Ohta, Ryuzo Hasegawa, Makoto Nakashima
1989 J jnl
Inf. Syst.
Tetsuro Ito, Makoto Nakashima
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"