Vincent Luboz

19 papers A 1Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2014 J jnl
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Vincent Luboz, Antoine Perrier, Ian Stavness, John E. Lloyd, Marek Bucki, Francis Cannard, Bruno Diot, Nicolas Vuillerme, Yohan Payan
2014 J jnl
Vis. Comput.
Vincent Luboz, Jim Kyaw-Tun, Sayan Sen, Roger L. Kneebone, Robert Dickinson, Richard Kitney, Fernando Bello
2013 J jnl
Comput. Methods Programs Biomed.
Vincent Luboz, Yan Zhang, Sheena Johnson, Yi Song, Caroline Kilkenny, Carrie Hunt, Helen Woolnough, Sara M. Guediri, Jianhua Zhai, Tolu Odetoyinbo, Peter Littler, A. Fisher, Chris J. Hughes, Nicholas C. Chalmers, D. Kessel, Peter J. Clough, James W. Ward, Roger Phillips, Thien How, Andrew J. Bulpitt, Nigel W. John, Fernando Bello, Derek Gould
2013 conf
EMBC
Emmanuel Promayon, Céline Fouard, Mathieu Bailet, Aurélien Deram, Gaëlle Fiard, Nikolai Hungr, Vincent Luboz, Yohan Payan, Johan Sarrazin, Nicolas Saubat, Sonia-Yuki Selmi, Sandrine Voros, Philippe Cinquin, Jocelyne Troccaz
2013 J jnl
CoRR
Emmanuel Promayon, Céline Fouard, Mathieu Bailet, Aurélien Deram, Gaëlle Fiard, Nikolai Hungr, Vincent Luboz, Yohan Payan, Johan Sarrazin, Nicolas Saubat, Sonia-Yuki Selmi, Sandrine Voros, Philippe Cinquin, Jocelyne Troccaz
2011 conf
MMVR
Vincent Luboz, Jianhua Zhai, Tolu Odetoyinbo, Peter Littler, Derek Gould, Thien How, Fernando Bello
2011 J jnl
Medical Image Anal.
Xunlei Wu, Vincent Luboz, Karl Krissian, Stephane Cotin, Steven Dawson
2011 conf
MMVR
Yi Song, Vincent Luboz, Nizar Din, Daniel King, Derek Gould, Fernando Bello, Andrew J. Bulpitt
2010 conf
ISMBS
Vincent Luboz, Jianhua Zhai, Peter Littler, Tolu Odetoyinbo, Derek Gould, Thien How, Fernando Bello
2009 conf
MMVR
Pierre-Frédéric Villard, Vincent Luboz, Paul F. Neumann, Stéphane Cotin, Steven Dawson
2009 J jnl
Int. J. Comput. Assist. Radiol. Surg.
Vincent Luboz, Chris J. Hughes, Derek Gould, Nigel W. John, Fernando Bello
2009 J jnl
Vis. Comput.
Vincent Luboz, Rafal Blazewski, Derek Gould, Fernando Bello
2008 conf
ISBMS
Vincent Luboz, James Lai, Rafal Blazewski, Derek Gould, Fernando Bello
2005 A conf
MICCAI
Vincent Luboz, Xunlei Wu, Karl Krissian, Carl-Fredrik Westin, Ron Kikinis, Stephane Cotin, Steven Dawson
2004 conf
ISMS
Vincent Luboz, Annaig Pedrono, Dominique Ambard, Franck Boutault, Pascal Swider, Yohan Payan
2004 conf
ISMS
Jean-Michel Gérard, Jacques Ohayon, Vincent Luboz, Pascal Perrier, Yohan Payan
2003
Vincent Luboz
2003 J jnl
Medical Image Anal.
Matthieu Chabanas, Vincent Luboz, Yohan Payan
2002 conf
MICCAI (2)
Vincent Luboz, Annaig Pedrono, Pascal Swider, Franck Boutault, Yohan Payan
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"